corces_acly_analysis_01062023
wd
2023-03-15
Data importation
Analyse des données de la publication corces: https://sci-hub.hkvisa.net/10.1038/ng.3646
General review of cell types in the data Corces
## [1] "Intercept" "cell_subtype_LSC_vs_Blast"
## [3] "cell_subtype_CLP_vs_Blast" "cell_subtype_Ery_vs_Blast"
## [5] "cell_subtype_LMPP_vs_Blast" "cell_subtype_CMP_vs_Blast"
## [7] "cell_subtype_GMP_vs_Blast" "cell_subtype_HSC_vs_Blast"
## [9] "cell_subtype_MEP_vs_Blast" "cell_subtype_MPP_vs_Blast"
## [11] "cell_subtype_Bcell_vs_Blast" "cell_subtype_CD4Tcell_vs_Blast"
## [13] "cell_subtype_CD8Tcell_vs_Blast" "cell_subtype_Mono_vs_Blast"
## [15] "cell_subtype_NKcell_vs_Blast" "cell_subtype_pHSC_vs_Blast"## [1] 0.4686074## log2 fold change (MAP): cell subtype LSC vs Blast
## Wald test p-value: cell subtype LSC vs Blast
## DataFrame with 1 row and 5 columns
## baseMean log2FoldChange lfcSE pvalue padj
## <numeric> <numeric> <numeric> <numeric> <numeric>
## ACLY 766.956 -0.193179 0.182584 0.277684 0.468607
DESEQ Corces analysis
AML vs Normal (2cat)
## log2 fold change (MAP): cell type 2cat AML vs Normal
## Wald test p-value: cell type 2cat AML vs Normal
## DataFrame with 38625 rows and 5 columns
## baseMean log2FoldChange lfcSE pvalue padj
## <numeric> <numeric> <numeric> <numeric> <numeric>
## A1BG 7.287774 2.51659e-06 0.00144268 0.35259131 0.51660349
## A1BG-AS1 3.016465 3.96550e-07 0.00144269 0.84363905 0.90473369
## A1CF 0.477729 -1.47974e-06 0.00144270 0.12567191 0.25249558
## A2M 108.158994 -2.38219e-05 0.00144279 0.00072023 0.00459217
## A2M-AS1 41.867227 1.27509e-06 0.00144268 0.66612506 0.78348696
## ... ... ... ... ... ...
## ZXDC 301.79818 6.68706e-06 0.00144264 0.90430589 0.94365123
## ZYG11A 1.31018 -4.08458e-06 0.00144270 0.00141887 0.00795435
## ZYG11B 534.77660 1.05805e-05 0.00144258 0.61932494 0.74905997
## ZYX 364.66593 -2.36072e-06 0.00144269 0.29391869 0.45747509
## ZZEF1 805.28247 -1.60091e-05 0.00144267 0.00901750 0.03489449## log2 fold change (MAP): cell type 2cat AML vs Normal
## Wald test p-value: cell type 2cat AML vs Normal
## DataFrame with 1 row and 5 columns
## baseMean log2FoldChange lfcSE pvalue padj
## <numeric> <numeric> <numeric> <numeric> <numeric>
## ACLY 766.956 -2.91259e-05 0.00144273 0.0108176 0.0401399
ACLY exprimé différentiellement (padj= 0.0401704) entre les personnes
atteintes d’AML et les non malades. Selon le boxplot, on peut émettre
l’hypothèse qu’il serait moins exprimé chez les personnes
leucémiques.
AML vs NormalBM (4cat)
## log2 fold change (MAP): cell type 4cat BMPB AML vs Normal BM
## Wald test p-value: cell type 4cat BMPB AML vs Normal BM
## DataFrame with 38625 rows and 5 columns
## baseMean log2FoldChange lfcSE pvalue padj
## <numeric> <numeric> <numeric> <numeric> <numeric>
## A1BG 7.287774 -9.13954e-07 0.00144269 0.695044 0.808052
## A1BG-AS1 3.016465 3.46294e-07 0.00144269 0.823374 0.898095
## A1CF 0.477729 -4.58308e-07 0.00144269 0.962725 0.978246
## A2M 108.158994 1.03658e-06 0.00144269 0.612682 0.745603
## A2M-AS1 41.867227 3.01273e-07 0.00144269 0.897059 0.941457
## ... ... ... ... ... ...
## ZXDC 301.79818 -2.04037e-06 0.00144266 0.70080530 0.81228574
## ZYG11A 1.31018 -2.32476e-07 0.00144269 0.84612719 0.91243415
## ZYG11B 534.77660 2.78613e-01 0.15472643 0.00173751 0.00790422
## ZYX 364.66593 3.65202e-07 0.00144269 0.84814543 0.91367401
## ZZEF1 805.28247 -2.53246e-06 0.00144263 0.71569099 0.82310647
## log2 fold change (MAP): cell type 4cat BMPB AML vs Normal BM
## Wald test p-value: cell type 4cat BMPB AML vs Normal BM
## DataFrame with 1 row and 5 columns
## baseMean log2FoldChange lfcSE pvalue padj
## <numeric> <numeric> <numeric> <numeric> <numeric>
## ACLY 766.956 -0.230568 0.296703 0.00405713 0.0159898
ACLY exprimé différentiellemententre ces 2 sous groupes (padj=
0.0159897). Selon le boxplot, on peut encore une fois émettre
l’hypothèse que ce gène serait moins exprimé chez les personnes
leucémiques.
Subtype Where ACLY is most expressed vs all
## [1] "Intercept" "cell_subtype_LSC_vs_Blast"
## [3] "cell_subtype_CLP_vs_Blast" "cell_subtype_Ery_vs_Blast"
## [5] "cell_subtype_LMPP_vs_Blast" "cell_subtype_CMP_vs_Blast"
## [7] "cell_subtype_GMP_vs_Blast" "cell_subtype_HSC_vs_Blast"
## [9] "cell_subtype_MEP_vs_Blast" "cell_subtype_MPP_vs_Blast"
## [11] "cell_subtype_Bcell_vs_Blast" "cell_subtype_CD4Tcell_vs_Blast"
## [13] "cell_subtype_CD8Tcell_vs_Blast" "cell_subtype_Mono_vs_Blast"
## [15] "cell_subtype_NKcell_vs_Blast" "cell_subtype_pHSC_vs_Blast"ADD BOXPLOT AND VOLCANOPLOT pas nécessaire, à revoir avec vincent
Corrélation with ACLY gene in Corces
ACLY Corrélation analysis in all samples
Graph of correlation between ACLY and others genes in all samples
Heat map ot most correlate and anti-correlate genes to ACLY in all samples
ACLY Corrélation analysis in AML samples
Graph of correlation between ACLY and others genes in AML samples
Heat map of most correlate and anti-correlate genes to ACLY in AML samples
ACLY Corrélation analysis in Normal samples
Graph of correlation between ACLY and others genes in Normal samples
Heat map of most correlate and anti-correlate genes to ACLY in Normal samples
## ACLY Corrélation analysis in Normal_BM samples
ACLY Corrélation analysis in Normal_PB samples
Signature ACLY
## [1] "ACLY" "NUP93" "UBE2I" "PSMC3" "AL356000.1"
## [6] "MDH2" "PPM1G" "CYC1" "SEC61A1" "POLDIP2"
## [11] "CCT5P1" "COPG1" "ICMT" "MRPS34" "PIGS"
## [16] "CHID1" "ZNF292" "KLHL24" "ZNF654" "ZNF136"
## [21] "CENPCP1" "BRWD1" "CENPC" "BRAF" "ZBED5"
## [26] "GOSR1" "N4BP2L2"## [1] "ACLY" "NUP93" "NME2P1" "UBE2I" "MYL6P5"
## [6] "COX6A1P2" "ICMT" "PSMD13" "ATP5PBP6" "DOLK"
## [11] "RPP25L" "AC012066.1" "PPIAP31" "PMVK" "ATP5ME"
## [16] "LAMTOR2" "DCAF7" "AC015871.1" "MRPL34" "RPS27P27"
## [21] "PRDX5" "GAPDHP1" "HSPA8P7" "UQCR11" "POTEE"
## [26] "PPP1CA" "CHCHD2P2" "GSS" "COX8A" "CCT3"
## [31] "BCAP31" "SRP14" "MRPL11" "COX17P1" "UQCR10"
## [36] "PPIAP22" "TRMT112" "TPI1" "BUB3P1" "SEC61A1"
## [41] "SUMF2" "TTC38" "TNFAIP8L2" "PPIA" "MYL6P3"
## [46] "PSMA7" "PFN1P1" "CDCA5" "EDEM2" "SREK1"
## [51] "H3-3A" "RBM27" "KPNA5" "ATRX" "MIR3611"
## [56] "BRAF" "AP000766.1" "CTDSPL2" "AC000123.3" "N4BP2L2"
## [61] "CDK17" "UBE3A" "RTCA-AS1" "YTHDC1" "MYNN"
## [66] "AC004696.1" "RLF" "PP2D1" "SKP1" "MPP5"
## [71] "KCNAB1" "PKN2" "EPC2" "CRIPT" "CENPCP1"
## [76] "RNU6-1011P" "GOSR1" "SLC35F5" "ERO1B" "AC055764.2"
## [81] "CENPC"## [1] "ACLY" "DAG1" "EIF3B" "PIGS" "TIMM50"
## [6] "PSMC3" "TST" "NECTIN1" "ACADVL" "MPST"
## [11] "CCT5P1" "RITA1" "EIF4G1" "ANAPC5" "YIF1B"
## [16] "NUP93" "GUSB" "CYC1" "COPG1" "SURF4"
## [21] "PTBP1" "TTLL12" "P4HB" "POLDIP2" "DDX41"
## [26] "BOP1" "RPN2" "CHID1" "AL356000.1" "ILF3"
## [31] "PMP22" "CERS2" "FAM234A" "MED24" "TMEM214"
## [36] "IDH2" "ALDH4A1" "LETM1" "TXN2" "DUS1L"
## [41] "POLR2L" "EFTUD2" "DDX39A" "FARSA" "GALE"
## [46] "UQCRC1" "PLOD1" "APEH" "PTPA" "ACOT7"
## [51] "MRPL28" "WDR5" "TYK2" "PLOD3" "SLC25A11"
## [56] "MRPS34" "ALYREF" "HYAL2" "SEC61A1" "PPM1G"
## [61] "ISOC2" "AUP1" "STK25" "CLN6" "KATNB1"
## [66] "AP2M1" "HDLBP" "MDH2" "TESC" "DDX49"
## [71] "DOT1L" "MRPL4" "CRAT" "GRHPR" "CSNK2A3"
## [76] "CARM1" "PGP" "RUSC1" "PTBP1P" "GPAA1"
## [81] "SLC35A4" "TMEM164" "TALDO1" "PSMB2" "GCDH"
## [86] "TMEM109" "ARMC6" "RUVBL2" "LAMTOR2" "PREB"
## [91] "AAAS" "BSG" "POLDIP3" "NDUFB10" "COMMD4"
## [96] "PES1" "SDF2L1" "PHPT1" "MYDGF" "TUFM"
## [101] "EIF4A1P7" "ZNRD2" "PRPF19" "COLGALT1" "ADAM15"
## [106] "CSNK2B" "COASY" "HYOU1" "STOML2" "ABCF2"
## [111] "TPI1P1" "AC098591.2" "GTF3C5" "NDUFAF3" "MRPS2"
## [116] "CAPNS1" "IRAK1" "HPS1" "UBE2I" "SRRT"
## [121] "NUDC" "AC025161.1" "YBX1P6" "FERMT3" "DECR2"
## [126] "TOP3A" "PUF60" "ACTN4P1" "CAPN1" "GANAB"
## [131] "UBA1" "GPS1" "TPI1" "TSC2" "TOR2A"
## [136] "HSD17B10" "TMEM147" "ACTN4" "SHARPIN" "VARS1"
## [141] "INTS11" "ROMO1" "ADRM1" "COPE" "NDUFS8"
## [146] "SND1" "HRAS" "HCFC1" "SLC25A35" "ECI1"
## [151] "COMT" "PSMD8" "GSK3A" "MPND" "AC074134.1"
## [156] "COQ4" "PSMA7" "SIGMAR1" "EIF4A1P4" "RNASEH2C"
## [161] "RCC2P7" "AC005102.1" "TUBB4B" "CHMP1A" "C20orf27"
## [166] "POFUT1" "STK36" "NDUFS6" "BAG6" "ERVK13-1"
## [171] "TLK2" "SENP7" "FTX" "AC097376.3" "RFX3"
## [176] "ZNF441" "MPHOSPH8" "KLHL24" "WDR33" "PUM2"
## [181] "ZNF557" "GOSR1" "ARID4B" "KMT2E" "ZNF587"
## [186] "ZNF493" "LINC00641" "NBPF15" "KMT2A" "NFYC-AS1"
## [191] "CCDC18-AS1" "TRNT1" "ZNF397" "EIF4A2P4" "RBM26"
## [196] "CENPCP1" "TRAPPC2B" "EIF4A2" "SMAD4" "BRAF"
## [201] "MARCHF7" "ZNF264" "CHORDC1" "ZNF292" "AC104806.2"
## [206] "TMEM161B-AS1" "EBLN3P" "ZC3H6" "THAP6" "RC3H2"
## [211] "ZNF136" "GPBP1" "DMTF1" "CENPC" "RPL41"
## [216] "KAT6A" "YTHDC1" "RPL21" "ZNF654" "TPT1-AS1"
## [221] "AC131206.1" "BRWD1" "ZNF430" "GCC2" "AP000648.4"
## [226] "RASA1" "PIBF1" "ARRDC3" "PPWD1" "AC092070.2"
## [231] "NBPF11" "LSM8" "N4BP2L2" "ZBED5" "CBWD5"## [1] "ACLY" "ANAPC5" "TIMM50" "MCM2" "SMARCAL1"
## [6] "ILF3" "STOML2" "NUP210" "B4GALT2" "GATB"
## [11] "POLDIP2" "MPST" "TTLL12" "WDR5" "AC005102.1"
## [16] "AC092042.2" "EIF3B" "ALYREF" "TADA3" "PIGS"
## [21] "FBLN2" "GALE" "MCM7" "BOP1" "LETM1"
## [26] "AC098591.2" "SURF4" "CCT5P1" "DAG1" "RBM14"
## [31] "ALDH4A1" "APEH" "YIF1B" "PSMC3" "COQ4"
## [36] "CENPX" "CYC1" "TYK2" "AC025161.1" "H1-5"
## [41] "CCT3" "MTHFD1P1" "ACADVL" "SIGMAR1" "MED24"
## [46] "YBX1P6" "MRPS7" "UQCRC1" "SLC35A4" "PMPCA"
## [51] "BOLA2P1" "ACOT7" "DUS1L" "TNPO2" "CLN6"
## [56] "STK25" "NUP93" "IDH2" "IRAK1" "GCAT"
## [61] "RPS21" "DDX39A" "RUSC1" "POLD2" "CENPUP1"
## [66] "NDUFB10" "MCM5" "NELFCD" "PGP" "PRDX4"
## [71] "AAAS" "AL356000.1" "FARSA" "PHKG2" "TST"
## [76] "TXN2" "AUP1" "SMG5" "POLE" "KARS1"
## [81] "RPN2" "PMP22" "E2F1" "CHID1" "XRCC6P3"
## [86] "MRPL54" "PLOD3" "GCN1" "INTS11" "NECTIN1"
## [91] "KLHDC3" "PTBP1" "AC013244.1" "FCGRT" "NDUFA3"
## [96] "AC011753.3" "GCDH" "FARS2" "MT-TL1" "RNPS1"
## [101] "DAD1" "MORN2" "OGDH" "HNRNPA1P28" "AL161636.2"
## [106] "ACTBP2" "CLPTM1" "S100A6" "Z93019.1" "ARPC4"
## [111] "PRDX2P2" "GPS1" "HMGB3P8" "C11orf24" "DHRS3"
## [116] "AL031229.1" "DDX41" "AC138932.4" "DNM2" "RPL14P3"
## [121] "RAB5C" "P4HB" "EFTUD2" "COX5B" "ELAC2"
## [126] "RANP5" "TK1" "PREB" "CARM1" "AC079328.1"
## [131] "SF3B5" "TMCO6" "TALDO1" "ERAL1" "MRPL4"
## [136] "EIF4G1" "GUSB" "NDUFS6" "RFXANK" "NDUFB9P2"
## [141] "TUFM" "LRPAP1" "AL357134.1" "PRPF19" "RNASEH2C"
## [146] "IPO5" "PPM1G" "DCXR" "ACTG1P14" "PTPA"
## [151] "NDUFB4" "GATAD2A" "AC026410.1" "PLOD1" "TMEM147"
## [156] "NPM1P4" "FLOT2" "MRPS34" "SNRPA" "PPIAP71"
## [161] "LAGE3" "AHCYP4" "TMEM109" "VPS25" "AC133435.1"
## [166] "CDV3P1" "DDX49" "ATP5PBP7" "NDUFB11P1" "RITA1"
## [171] "CYCSP51" "MRPS2" "DNTTIP1" "ARAF" "TPM3P4"
## [176] "AC107983.1" "MDH2" "YIF1A" "NDUFS5P5" "ARMC6"
## [181] "TMEM141" "THAP4" "NPM1P9" "AL358934.1" "SLC5A6"
## [186] "UBA52P3" "PRELID1P1" "SRRT" "DRAP1" "EBP"
## [191] "AC005262.1" "LDB1" "AC074134.1" "MYDGF" "NCAPH2"
## [196] "AL021877.1" "RPL19P21" "POLR3H" "TYMSP2" "MORF4L1P3"
## [201] "CLUHP6" "TPCN1" "NELFE" "FECHP1" "RPS4XP9"
## [206] "BTF3P13" "NHP2P2" "ABCF3" "RPL7P20" "PTBP1P"
## [211] "FAM234A" "MYL6P4" "ARF1" "SEC24C" "SHARPIN"
## [216] "RPL12P13" "SLC25A11" "PPIAP65" "RPL4P1" "GTF3C5"
## [221] "RPL7P36" "RPUSD3" "AC010376.1" "PFN1P9" "PAICSP2"
## [226] "CENPT" "RPL8P2" "HPS1" "AC008799.1" "POLR2L"
## [231] "ACTBP8" "AC090312.2" "AL021407.2" "CERS2" "CHMP1A"
## [236] "GET3" "UBA1" "MTHFD1" "THOP1" "FTSJ1"
## [241] "RPL7P13" "GRHPR" "AC016734.1" "FP565171.1" "BAG6"
## [246] "PAICSP3" "SYNGR2" "NME4" "AL451050.1" "CNN2P10"
## [251] "COPG1" "ATP5MC1" "AF241726.1" "MAZ" "BTF3L4P1"
## [256] "AC097713.2" "DHX16" "ACTG1P19" "ELOB" "CAPN1"
## [261] "COLGALT1" "POLR2I" "AC074281.1" "HDLBP" "USB1"
## [266] "MTCO1P40" "WBP11P1" "HPS6" "FOXRED1" "AC012671.1"
## [271] "EIF5AP4" "CRAT" "RANGAP1" "C19orf48" "MRPL28"
## [276] "SEC61A1" "EMD" "NDUFS5" "SUMO2P6" "CPSF4"
## [281] "AP005431.2" "EBNA1BP2" "ATP5MC1P6" "ZNF606" "FBXW11"
## [286] "AC097376.3" "PCMTD1" "RBM26" "HECTD2" "AL133243.2"
## [291] "GOLGB1" "VPS54" "ZNF136" "ZNF12" "RYBP"
## [296] "MIR570" "AC211476.12" "AC103724.4" "LPAR6" "AL021368.2"
## [301] "FAM111A" "RSBN1L" "ZBTB20-AS3" "PIBF1" "TNRC6C"
## [306] "NUMB" "RFX3" "CENPCP1" "GON4L" "RBBP6"
## [311] "RIC8B" "MIR17HG" "ZNF430" "ZNF587" "MFSD6"
## [316] "LINC00342" "BRAF" "UBE3A" "SS18L1" "GARS-DT"
## [321] "ATP8B1" "CPEB3" "ZNF493" "GOSR1" "SETX"
## [326] "EBLN3P" "ZNF397" "OTUD4" "TTC33" "TLK2"
## [331] "BRWD1" "LRCH3" "CBWD5" "RPL21" "HIF1A"
## [336] "ZNF518A" "AL050309.1" "RASA1" "AC010186.3" "KLHL24"
## [341] "SECISBP2L" "NBPF14" "ANKRD36C" "AC020661.3" "AGPS"
## [346] "NUFIP2" "RNU11-2P" "Z95114.3" "AC009120.2" "RC3H2"
## [351] "NEK7" "RAB8B" "LINC00641" "ROCK1" "DLEU2L"
## [356] "AC131206.1" "NUDT13" "KAT6A" "HIF1AP1" "YTHDC1"
## [361] "CHORDC1" "AC068587.4" "KANSL1L" "BOD1L1" "N4BP2L2"
## [366] "AC114980.1" "SENP6" "ARRDC3" "KMT2E" "RLIM"
## [371] "MAGOH2P" "PPWD1" "TNKS" "SPAG9" "FTX"
## [376] "NFYC-AS1" "BPTF" "ZFC3H1" "RPL41" "ELK4"
## [381] "SMAD4" "CHD1" "AC139769.1" "GABPB1" "ZC3H6"
## [386] "MARCHF7" "NBPF11" "LCORL" "LSM8" "GOPC"
## [391] "LRRC37A" "CHD9" "RBM12B" "NBPF15" "TRAPPC2B"
## [396] "ATRX" "PRPF38A" "ZNF772" "ERVK13-1" "NIFK-AS1"
## [401] "TPT1P9" "JRKL" "AC024075.2" "AC138409.2" "AC092070.2"
## [406] "ZNF557" "ZNF264" "RTN4" "TERF1" "GCC2"
## [411] "N4BP1" "FAM228B" "RAB22A" "ARID4B" "TPT1-AS1"
## [416] "CENPC" "ZNF654" "LMBRD1" "FBXO11" "ZBED5"
## [421] "ARHGAP5" "AL353743.1"## [1] "ACLY" "CTSD" "ARPC4" "COMMD5"
## [5] "USB1" "SLC25A35" "CDKN2D" "LAMP1"
## [9] "RPS6KA1" "CAP1" "XKR8" "RRBP1"
## [13] "COPG1" "CAPNS1" "DAG1" "IFITM3"
## [17] "REEP4" "FURIN" "PLOD1" "CBX6"
## [21] "AP2A1" "CFL1" "PIGS" "G6PD"
## [25] "CLIC1" "GADD45B" "WDR45P1" "SLC35F6"
## [29] "ITGB2" "CDIP1" "CHFR" "ARHGAP30"
## [33] "TLN1" "C15orf39" "ADAM8" "ADAP1"
## [37] "BCAP31" "ACTBP1" "MYO1F" "POLR2L"
## [41] "EIF6" "ACTR1A" "ZNHIT1" "HCLS1"
## [45] "P4HB" "TRAPPC1" "BAIAP2" "MSNP1"
## [49] "MAPKAPK2" "CCDC69" "FHOD1" "MRPL28"
## [53] "MGAT1" "PREX1" "NAA60" "GID8"
## [57] "ELF4" "TSPOAP1" "SLC1A5" "TPM3P8"
## [61] "LGALS1" "RITA1" "PLCB2" "TMEM214"
## [65] "BRD3" "CAP1P2" "TGFB1" "ACTN4"
## [69] "GAK" "ACTN4P1" "H6PD" "WBP1L"
## [73] "NECTIN1" "AAMP" "CYB561D2" "VCP"
## [77] "COX8A" "IDH2" "CDIPT" "MYL6P5"
## [81] "EIF4G1" "PLEKHM1" "TNRC18" "ATP6AP1"
## [85] "VPS16" "MFSD10" "PTPN18" "MARS1"
## [89] "LMAN2" "NARF" "TUBB4B" "TCIRG1"
## [93] "GANAB" "TNFSF12" "EFHD2" "TMED9"
## [97] "TYK2" "MOB3A" "SURF4" "BSG"
## [101] "ITPK1" "GBA" "KLF13" "ARHGAP1"
## [105] "GSTP1" "TLE4" "EEF1AKMT4" "CTDSP1"
## [109] "ARHGAP27" "YIPF3" "GSK3A" "ADCY7"
## [113] "UBE2I" "RCC2P6" "INCENP" "FERMT3"
## [117] "STK40" "KIAA0895L" "GNAI2" "RHOG"
## [121] "PRDX5" "ZDHHC12" "SLC9A1" "PPP1R18"
## [125] "ARAP1" "AUP1" "MAP2K3" "RAB35"
## [129] "RAB8A" "NFKBIB" "SLC25A11" "GNB1"
## [133] "AC026462.1" "SDF2L1" "KEAP1" "AC093700.2"
## [137] "TESC" "MAST2" "LIMK1" "TST"
## [141] "FLOT1" "ATP6V0D1" "HYAL2" "OS9"
## [145] "MAST3" "MAP3K11" "SNAPC2" "KCNAB2"
## [149] "P3H1" "DOK1" "PDIA4" "SHC1"
## [153] "PSMD2" "CD151" "COASY" "EFNB1"
## [157] "PPP1R12C" "CTDNEP1" "PPCDC" "HDGFL2"
## [161] "POLDIP3" "OSBPL5" "ENG" "SEC16A"
## [165] "COPS7A" "CDK2AP2" "AC026877.1" "CANT1"
## [169] "NLRX1" "CDC37" "TPD52L2" "AC023157.1"
## [173] "SIRT2" "CFL1P2" "EDEM2" "FBXL19"
## [177] "DNAJC5" "CISD3" "IMPDH1" "PDLIM2"
## [181] "ZFP36" "TBC1D10B" "SNAI3" "MEF2D"
## [185] "DNM2" "ACADVL" "FHL3" "SYNGR1"
## [189] "AL159141.1" "RAB5C" "NBEAL2" "TNFRSF1B"
## [193] "MAD2L2" "TOLLIP" "PTGES2" "CATSPER1"
## [197] "JOSD2" "FLNA" "ABHD4" "SLC27A3"
## [201] "ARPC2" "RIC8A" "CALHM2" "ZMIZ1"
## [205] "DGKZP1" "INPPL1" "ABR" "PYCARD"
## [209] "NACC1" "GUSB" "SNX33" "HSD17B10"
## [213] "WDR1" "BST2" "PISD" "CTNS"
## [217] "BORCS8" "MAML1" "SSH3" "TSPAN17"
## [221] "PIP5K1C" "SFXN5" "SH3BGRL3" "LBX2-AS1"
## [225] "WAS" "SCRIB" "IL27" "APOBR"
## [229] "DGKZ" "MMP25" "COMT" "SLC35A4"
## [233] "ATG13" "AC138932.4" "YIF1B" "VPS11"
## [237] "DMAC2" "WDTC1" "RTF2" "GTF3C1"
## [241] "PLCB3" "RTL8C" "GHDC" "ANXA2P3"
## [245] "EMP3" "ZNF213" "SNX17" "ZNF362"
## [249] "ELOVL1" "TMEM184B" "PTPA" "MFN2"
## [253] "RAB5CP2" "PRKACA" "TM9SF4" "TANGO2"
## [257] "CD2BP2" "IFITM2" "ACP2" "SLC27A4"
## [261] "STK11IP" "PLXND1" "POTEF" "NUCB1"
## [265] "PSMA7" "OSBPL2" "EIF3B" "ZNF282"
## [269] "AKT1" "DDX41" "SCAMP4" "ADAM15"
## [273] "TMEM109" "CCDC159" "HPS6" "COLGALT1"
## [277] "MAPKAPK3" "G6PC3" "COPE" "CAPN1"
## [281] "DCTN3" "PLOD3" "FAM32A" "MOGS"
## [285] "NOC4L" "TWF2" "AC006970.1" "SPSB2"
## [289] "PSMB6" "MYO9B" "UNC13D" "LSP1"
## [293] "TUBGCP2" "GMIP" "PSAP" "GPKOW"
## [297] "PEPD" "PPP1R26" "PSMB2" "AGTRAP"
## [301] "ZNF646" "ANTKMT" "UNC45A" "BLOC1S1"
## [305] "SCNM1" "ACTBP9" "AP2A2" "ABHD12"
## [309] "TMEM250" "LMNB2" "ADCY9" "CSNK2A3"
## [313] "UNC119" "MFSD5" "MED29" "LAMTOR2"
## [317] "ACTB" "IFI35" "AP3D1" "SHKBP1"
## [321] "CSNK1D" "MARCHF2" "PSMD4" "FMNL1"
## [325] "CTSA" "TPI1P1" "GLYR1" "GPAA1"
## [329] "AL354989.2" "AC016734.1" "PBX2" "SF3B2"
## [333] "CAMKK2" "GBA2" "KATNB1" "ITGAX"
## [337] "FIBP" "PSME2" "HCFC1R1" "AC023232.1"
## [341] "CHMP2A" "CDK5" "PRELID1" "ICMT"
## [345] "SLC27A1" "HTT" "SH2D3C" "DEDD2"
## [349] "EXOSC4" "DOK2" "APEX2" "RAB7A"
## [353] "PEAK3" "DDOST" "MYDGF" "ANAPC2"
## [357] "DOT1L" "TRIOBP" "LDHAP5" "SLC29A3"
## [361] "ZDHHC3" "GPR35" "H2AX" "ARF1"
## [365] "GRAMD4" "RXRA" "PPM1F" "ULK1"
## [369] "TMEM115" "FBXO6" "VAV1" "GNPTG"
## [373] "LDLR" "EFTUD2" "AL121723.1" "NCOA6"
## [377] "ISOC2" "PSME3" "MCRIP1" "PSMC4"
## [381] "NOTCH1" "RAB1B" "MSRB1" "NKIRAS2"
## [385] "BABAM1" "TXLNA" "CCDC88B" "CERS2"
## [389] "MRPS34" "ARL8A" "GAPDH" "POTEE"
## [393] "NDUFS8" "FAM50A" "CHMP1A" "ADRM1"
## [397] "ZYX" "TYROBP" "TRABD" "AP2M1"
## [401] "Z97180.1" "SDF4" "LAMTOR1" "MBD3"
## [405] "HNRNPAB" "MRGBP" "KLF16" "ANAPC11"
## [409] "ESRRA" "RNF44" "TMEM11" "UBN1"
## [413] "SLC38A10" "CD99L2" "GAPDHP60" "UBE2L6"
## [417] "EHD1" "COMMD4" "PRELID1P1" "ITPRIP"
## [421] "HRAS" "FBXW5" "PLEKHO2" "SEC61A1"
## [425] "BRPF1" "PGAP6" "NRROS" "TOP3A"
## [429] "HYOU1" "SSH1" "TMEM164" "WDR13"
## [433] "COQ8A" "PORCN" "GRK2" "ATP6V1F"
## [437] "PRKCSH" "RAC2" "ZNRD2" "CLPTM1L"
## [441] "MARK4" "IPO13" "PSMB3" "RTL8A"
## [445] "FAM234A" "PNPLA6" "OTUB1" "HSPA7"
## [449] "PLEKHM1P1" "PSMC3" "FRMD8" "RGS19"
## [453] "PLD3" "EIF4A1P4" "CDK9" "FAM214B"
## [457] "EHBP1L1" "RNF166" "FLYWCH2" "GYS1"
## [461] "IDH3G" "TUBA1B" "BLVRB" "RNH1"
## [465] "AKT1S1" "MPV17L2" "IGF2R" "TMEM104"
## [469] "C19orf25" "ANKRD13D" "RELA" "TAPBPL"
## [473] "NUP93" "NCSTN" "GALNT6" "SLC26A6"
## [477] "MSN" "KSR1" "EMC8" "DNAJB12"
## [481] "RIPK3" "PHC2" "ARFGAP1" "MAPK7"
## [485] "PTBP1" "CYC1" "MAP2K7" "CAMTA2"
## [489] "STARD3" "TIMP1" "HPS1" "SAT2"
## [493] "CREB3" "PITPNM1" "TRIM11" "ADGRE5"
## [497] "PTTG1IP" "SLC4A2" "PLIN3" "STX4"
## [501] "NCOR2" "DHX8" "DPYSL2" "CSNK2B"
## [505] "PHPT1" "HLA-B" "PUF60" "GRN"
## [509] "LRPAP1" "CLPTM1" "ANXA2P1" "TBC1D9B"
## [513] "MIDN" "MVP" "ATP6V0CP3" "PSTPIP1"
## [517] "MARK2" "HIVEP3" "HDLBP" "AMPD2"
## [521] "HNRNPKP2" "RALBP1" "BATF" "PIGQ"
## [525] "DDX49" "CCND3P1" "FAM89B" "CORO1A"
## [529] "ZNF710" "SLC52A2" "RNPEP" "ZNF787"
## [533] "TTC31" "KDELR1" "SHISA5" "LYPLA2"
## [537] "PREB" "AP2S1" "THEMIS2" "HIPK2"
## [541] "PPP4C" "TBCB" "AP002414.4" "SRPRA"
## [545] "ENO1" "PGP" "TPI1" "TMBIM1"
## [549] "VPS53" "PYGB" "MED11" "CD300LB"
## [553] "STX18" "MRPS12" "PSMD13" "CTBP2P8"
## [557] "RNPEPL1" "NAPA" "NUP62" "KIAA2013"
## [561] "TEDC1" "RABL6" "DECR2" "GNB2"
## [565] "CNPY3" "IFI27L2" "GLMP" "MDH2"
## [569] "PDE6G" "ISY1" "TESK1" "STXBP2"
## [573] "SCAMP2" "FBP1" "RHOC" "CASC3"
## [577] "CD300C" "AL596087.1" "LRRC8A" "UBE2Q1"
## [581] "DDRGK1" "CERCAM" "ZSWIM8" "CCAR2"
## [585] "LASP1" "POMGNT2" "ABCF2" "MBOAT7"
## [589] "UBE2J2" "LSM10" "LCP1" "UROD"
## [593] "SCYL1" "HK1" "PARP10" "AL080243.2"
## [597] "HMOX1" "PPP1CA" "SP2" "AC020629.1"
## [601] "WDR25" "TUBG1" "NDUFV1" "CPAMD8"
## [605] "TOR2A" "GATAD2A" "ATG2A" "PTPN9"
## [609] "SHARPIN" "TMEM53" "USP4" "SLC38A7"
## [613] "CARD19" "E2F4" "NADK" "DYSF"
## [617] "PTPN6" "RBM42" "SNX32" "ATP5F1B"
## [621] "CTRC" "PPP6R1" "ELOF1" "MCRS1"
## [625] "SIPA1" "CCT5P1" "DUS1L" "TNK2-AS1"
## [629] "VASP" "STAT3" "CRAT" "MGRN1"
## [633] "PIK3R5" "STK11" "PDE4A" "STEAP3"
## [637] "MIIP" "RUVBL2" "TMEM91" "CCDC12"
## [641] "GET3" "ZNF598" "U2AF2" "RPUSD3"
## [645] "MYO1G" "ABCD1" "MAP2K1P1" "UBE2D3P2"
## [649] "TK2" "ZC3H18" "NECAB3" "TRPV2"
## [653] "CHID1" "UQCRC1" "CNP" "RBCK1"
## [657] "SLC10A3" "ATP13A2" "GSS" "DGAT1"
## [661] "MLX" "TECPR2" "TMEM161A" "NPLOC4"
## [665] "PRKCD" "TXN2" "IL27RA" "ZNF316"
## [669] "CST3" "EIF4A1P7" "PKN1" "IP6K1"
## [673] "HNRNPUL1" "SMARCA4" "LSP1P3" "NCLN"
## [677] "IQCE" "ZBTB45" "SLC45A4" "ALAS1"
## [681] "RPN2" "LRP10" "ISG15" "APOA2"
## [685] "CTNNBIP1" "FLII" "SZRD1" "CUEDC2"
## [689] "ATOX1" "ICAM1" "ACTBP8" "NRBP1"
## [693] "RPS19BP1" "ADGRA2" "TMEM39B" "TRIM8"
## [697] "LRRC41" "STUB1" "ZBED1" "ZNF384"
## [701] "SLC6A6" "GAA" "SAMD4B" "VPS28"
## [705] "EIF2AK1" "PSMB4" "GALNT2" "RNF167"
## [709] "COPZ1" "RNF123" "C7orf26" "PHRF1"
## [713] "RABGGTA" "CRELD2" "CMTM1" "CLTB"
## [717] "SCAMP3" "DYNLL1P2" "MAP1S" "UBA7"
## [721] "SEC24C" "CAVIN2" "SGPL1" "PFN1P1"
## [725] "MAP3K6" "TICAM1" "ZZEF1" "FOXJ2"
## [729] "MOSPD3" "TSPO" "ECHS1" "GAPDHP65"
## [733] "SIGLEC9" "IL15RA" "MVB12A" "SRA1"
## [737] "SMIM12" "ZBTB7B" "DPP9" "SF3B4"
## [741] "KCNH3" "FBXL18" "GLIPR2" "SASH3"
## [745] "HGS" "KMT2D" "ARRDC1" "AC087499.4"
## [749] "CYB5R3" "TMEM205" "TMEM127" "RENBP"
## [753] "SDHB" "GSDMD" "AC116049.1" "TCF25"
## [757] "MT2P1" "MOB2" "MED15" "ACTG1P14"
## [761] "SLC9A3R1" "GRHPR" "ARAP3" "PI4KA"
## [765] "TALDO1" "CHST14" "C20orf27" "EMC10"
## [769] "ARSG" "MBD6" "RPS6KA4" "NSMF"
## [773] "CIC" "PSMB10" "OGDH" "TTYH3"
## [777] "HS1BP3" "ACTBP2" "MAP7D1" "BCKDK"
## [781] "EXTL3" "CTBP2P4" "CYBA" "YIPF2"
## [785] "TSC2" "PIEZO1" "AATBC" "ZFAND3"
## [789] "PRSS36" "PTPN23" "CMIP" "AL356000.1"
## [793] "PSME2P6" "MLF2" "CCIN" "PHETA2"
## [797] "IVD" "TBC1D2" "TMEM63B" "GALE"
## [801] "PDLIM7" "RAI1" "MPND" "PSMD8"
## [805] "PACS2" "NCKAP5L" "ARMC7" "GIT1"
## [809] "AL139246.5" "CHPF2" "KCTD17" "TMEM179B"
## [813] "PSME3IP1" "MKNK2P1" "ALG1L15P" "FADS1"
## [817] "PITPNA" "NME3" "UQCR11" "GUK1"
## [821] "MAP2K2" "MON1B" "ATP5F1D" "UBE2M"
## [825] "TCHP" "SPECC1" "AC015912.3" "BCL3"
## [829] "SLAMF8" "DPAGT1" "GAPDHP63" "CFL1P4"
## [833] "RNF40" "WDR45" "ZNF366" "TRAF7"
## [837] "FAM78A" "TSC22D4" "FUOM" "CYHR1"
## [841] "TMEM94" "SYN2" "PHF21A" "DDX39A"
## [845] "PAXX" "NMT1" "STAT6" "AC018413.1"
## [849] "DYNLL1P3" "INAFM1" "ARSA" "SLC2A3P2"
## [853] "C19orf47" "ATF6B" "NAGPA" "GRK4"
## [857] "HMG20B" "UBAC1" "GBF1" "SUGP1"
## [861] "DGCR2" "AC020893.2" "TMEM259" "IRAK1"
## [865] "GALNS" "MAN2B2" "DHX16" "CLN6"
## [869] "MEA1" "RPN1" "POLDIP2" "CTBP1"
## [873] "SPR" "MTCH1" "DNASE2" "REPIN1"
## [877] "TAF1C" "EIF2B1" "HGH1" "AC010997.6"
## [881] "DYNC1H1" "ECI1" "CCDC9" "TOR4A"
## [885] "ANXA2P2" "IRF7" "TSPAN4" "ECH1"
## [889] "POR" "LGALS2" "MAN2A2" "CEBPD"
## [893] "MT2A" "ITGAM" "STRN4" "MAN1B1"
## [897] "FOXK2" "AHRR" "RCC2" "ATG4D"
## [901] "TMEM120A" "PDXK" "MRTFA" "RNF181"
## [905] "CENPB" "CLTA" "AC243960.2" "TET2"
## [909] "CNDP2" "TMBIM6" "CAPN15" "GLULP4"
## [913] "TAOK2" "BAG6" "SRF" "ZNF865"
## [917] "SLC35E1" "PSME1" "LAMTOR4" "DDB1"
## [921] "MYH9" "GPBAR1" "ROMO1" "VAMP5"
## [925] "DOHH" "PTMS" "CAPZB" "TADA3"
## [929] "AC004687.1" "TAF4" "NADSYN1" "PFN1"
## [933] "COX6A1P2" "PSMD9" "BAP1" "AATK"
## [937] "PPP1R9B" "ZNF358" "CABLES2" "OTUD5"
## [941] "TMEM150B" "PGD" "ARID3B" "TMEM129"
## [945] "EXOC3" "GLULP3" "GLT1D1" "GTPBP2"
## [949] "FOXN3" "GOLGA8K" "PGK1P2" "ELOB"
## [953] "LYPLA2P1" "HCST" "HSPA6" "LST1"
## [957] "SMARCD2" "CD300LF" "ANXA2" "M1AP"
## [961] "TAPBP" "DNASE1L1" "MGAT4B" "MCOLN1"
## [965] "AC069366.2" "TUBB" "AC104695.2" "TRIM26"
## [969] "RHOQP1" "PGDP1" "SRC" "NELFB"
## [973] "B3GALT6" "ZNF516" "HCFC1" "APEH"
## [977] "DPEP2" "PI4K2A" "ASL" "SQSTM1"
## [981] "RAVER1" "ATP6V0B" "CSF1R" "ABHD17AP1"
## [985] "COPS9" "SPATA20" "SPATA20P1" "TNFAIP2"
## [989] "MPG" "RNF217-AS1" "CEBPB" "SH3PXD2B"
## [993] "MYD88" "FAM174C" "POLR2E" "MAF1"
## [997] "LTBR" "LLGL1" "PIAS3" "RAB6D"
## [1001] "TMC4" "UBL4A" "POLR2F" "PCBD1"
## [1005] "CYBC1" "TKT" "PES1" "MIR22HG"
## [1009] "MYL6P1" "OAF" "WBP2" "PRR14"
## [1013] "PMP22" "NUBP2" "VCAN" "PIGT"
## [1017] "VPS39" "ARID1A" "CPVL" "WDR81"
## [1021] "AC079944.2" "CBX4" "USP19" "BAG1"
## [1025] "UBA1" "GPS1" "PTBP1P" "ACTBP7"
## [1029] "ABI3" "CCDC149" "PRRC2A" "FCGR2A"
## [1033] "FAM110A" "CMTM2" "CHMP4BP1" "ZNF467"
## [1037] "COG7" "NDUFV3" "TEPSIN" "CSF3R"
## [1041] "ZSWIM4" "UBXN6" "ATG9A" "AC006483.1"
## [1045] "VSIR" "PLPPR2" "PAK4" "AL158201.1"
## [1049] "WBP1LP2" "MAP3K3" "CEACAM3" "AC060766.5"
## [1053] "CCT5P2" "CCR1" "ADGRE2" "NISCH"
## [1057] "PIK3R6" "RAB11B" "PGLS" "ANKS1A"
## [1061] "PTDSS2" "SH3GL1" "DDX54" "NAPRT"
## [1065] "ACAP3" "PCAT7" "P2RY6" "RPS15AP30"
## [1069] "CLEC10A" "GAPDHP70" "MPST" "C19orf38"
## [1073] "PPM1M" "PPM1G" "SESN2" "MIF4GD"
## [1077] "MON1A" "VAC14" "ZNF628" "NLRP9P1"
## [1081] "AC103988.1" "ZNF746" "CYP2S1" "P2RY10"
## [1085] "EYS" "PLCE1" "AC093110.1" "MZT1"
## [1089] "WDR89" "TAF7" "RPL22P2" "COL10A1"
## [1093] "ZNF14" "WDR36" "CMSS1" "ERO1B"
## [1097] "EIF4A2P4" "CEP57" "SBDSP1" "NUFIP1P1"
## [1101] "NFYB" "AL450384.2" "CMPK1" "RC3H2"
## [1105] "SELENOP" "TRMT10C" "IMMP1L" "HBP1"
## [1109] "CCDC58" "PPP4R3B" "TASOR2" "ZNF721"
## [1113] "LNX1" "PKIA-AS1" "VEZT" "ACTR6"
## [1117] "SLC35A3" "DOP1A" "CEPT1" "GNPDA2"
## [1121] "ZBTB41" "THADA" "C5orf34" "MTX3"
## [1125] "ZNF484" "AC084824.2" "RPS27AP16" "ZNF550"
## [1129] "ZNF548" "PEX3" "MMS22L" "RESF1"
## [1133] "TSGA10" "ETAA1" "IFT88" "NBAS"
## [1137] "TIFA" "AL160287.1" "FBXO48" "THUMPD3-AS1"
## [1141] "ZNF529" "SINHCAFP2" "AL592293.2" "FNDC9"
## [1145] "RPL39P3" "SLC9B1" "PYROXD1" "MIR4796"
## [1149] "OARD1" "PPM1K" "RPL23AP67" "ZNF268"
## [1153] "ZNF737" "MUC16" "AP000787.1" "U2SURP"
## [1157] "SNRPGP4" "ZFP82" "ARL6" "AC055822.1"
## [1161] "KIAA0586" "ZNF880" "ZNF136" "FBXL13"
## [1165] "TAS2R46" "RPS23P8" "PNO1" "AC010168.2"
## [1169] "SAXO2" "PAICS" "SNRPGP12" "TMEM67"
## [1173] "FNBP1P1" "TAS2R14" "HAUS3" "C12orf60"
## [1177] "NPM1P39" "ANKRD36" "PSIP1" "OSGEPL1"
## [1181] "AC096921.2" "C4orf17" "AL445523.1" "ZNF654"
## [1185] "NDUFA5" "AC092747.4" "ZDBF2" "TXLNG"
## [1189] "HNRNPC" "DPY19L2P2" "AC090571.1" "GCC2"
## [1193] "KIZ" "AL035456.1" "PM20D2" "DEFB131B"
## [1197] "TUT4" "RDH14" "RPS27A" "SUSD5"
## [1201] "RPL21" "HELQ" "PAIP2B" "ZRANB3"
## [1205] "PREPL" "ZNF43" "TRPC1" "THUMPD1"
## [1209] "PUS7L" "ZNF773" "ZEB1-AS1" "VPS13A"
## [1213] "PTPDC1" "ZNF626" "SUZ12P1" "ZNF770"
## [1217] "SDAD1" "AL137139.2" "OMA1" "LATS1"
## [1221] "RPL41" "TM2D3" "NOL11" "HNRNPH1"
## [1225] "AL121583.1" "ERGIC2" "DIS3" "NUBPL"
## [1229] "CUBN" "CLEC2D" "ZNRD1ASP" "GPALPP1"
## [1233] "AL353795.1" "FARP1" "UBE2N" "ASNSD1"
## [1237] "FOXP1" "ZNF506" "HMGN1" "PGM2L1"
## [1241] "CLN5" "ZNF460-AS1" "RPS3AP6" "BNIP3"
## [1245] "RPS3AP26" "ITGB3BP" "TRMO" "ZNF84"
## [1249] "RELCH" "AC092640.1" "AC009487.2" "DDX50P1"
## [1253] "AL845472.2" "AC104806.2" "POT1" "SLC3A1"
## [1257] "TUBE1" "SNHG14" "POLR2M" "ORC5"
## [1261] "REV3L" "PDE5A" "TTC3" "AC110611.1"
## [1265] "ZNF431" "TEX10" "ARHGAP15" "ZNF181"
## [1269] "AL512308.1" "ARRDC3" "NPM1P24" "RGMB"
## [1273] "AP000766.1" "CEP120" "EIF4E" "NAP1L4P3"
## [1277] "ZSCAN30" "RPS20P10" "FRA10AC1" "MIGA1"
## [1281] "KIF20B" "PKIA" "THNSL1" "DZIP3"
## [1285] "TARS3" "MTBP" "AC023906.4" "ZNF141"
## [1289] "COA1" "GRIN3A" "RPL21P75" "TGS1"
## [1293] "PSMA8" "ZNF708" "PMPCB" "AC243919.1"
## [1297] "TTC14" "PACRGL" "AC138150.1" "ORC2"
## [1301] "AC016957.1" "AC133644.3" "AC092656.1" "AC005912.1"
## [1305] "TBCA" "SNORD11" "ZNF138" "RNA5SP355"
## [1309] "LRPPRC" "ZNF121" "NPM1P6" "RBM26"
## [1313] "G2E3" "ANKRD18EP" "RSBN1" "AC008507.2"
## [1317] "CLYBL-AS2" "TRPC5" "ZNF546" "MTREX"
## [1321] "BBS2" "SIRT1" "IFT22" "TRMT11"
## [1325] "MRPL50" "EIF4A2" "CCDC141" "BRWD1"
## [1329] "CHTOP" "ZNF248" "NAP1L1P1" "IMMP2L"
## [1333] "USP37" "ZMAT1" "AC004908.1" "SCYL3"
## [1337] "ZNF229" "RASA1" "USP51" "HBS1L"
## [1341] "CEBPZ" "GCSAM" "RALGAPA1" "PMS2P11"
## [1345] "NPM1" "RAPGEF6" "PABPC1P7" "AC006539.2"
## [1349] "RPL12P8" "CCDC18-AS1" "ZNF354B" "CCDC138"
## [1353] "C11orf58" "AL023584.2" "RBL1" "NAP1L1"
## [1357] "ELP2" "CEP97" "THAP5" "PPAT"
## [1361] "UTP15" "CENPCP1" "AC026356.2" "SSB"
## [1365] "AL049828.1" "ZNF891" "CASD1" "EIF1AX"
## [1369] "PPWD1" "NIT2" "ZNF486" "XPA"
## [1373] "AL365361.1" "SINHCAF" "TBC1D32" "WDR75"
## [1377] "THAP6" "RIC3" "EPB41L5" "TRIM23"
## [1381] "ZBTB20-AS1" "TUBD1" "NBPF11" "EPC1"
## [1385] "CWF19L2" "ICE2" "TMTC3" "AC124016.3"
## [1389] "ARHGEF35-AS1" "RNASEH2B" "AL356599.1" "MTAP"
## [1393] "TTN" "AP5M1" "AC027801.5" "MTERF3"
## [1397] "NAA15" "ESCO1" "NOC3L" "RGPD2"
## [1401] "AKAP11" "SGPP2" "ATL2" "CEP135"
## [1405] "OTUD3" "TTC23L" "ZNF681" "PPP4R3A"
## [1409] "KIAA1586" "UTP20" "METTL4" "DCUN1D4"
## [1413] "ANGEL2" "AP000560.1" "WASHC3" "AC118549.1"
## [1417] "PTCD3" "HSD17B7P2" "SRSF8" "ZNF680"
## [1421] "C18orf25" "C12orf29" "USP45" "HECTD2"
## [1425] "IFT80" "NBPF8" "DDX18" "AC092279.1"
## [1429] "ZNF658" "LIN9" "ZXDA" "WDR33"
## [1433] "LYRM7" "THAP5P1" "NOP58" "ZNF675"
## [1437] "ZNF283" "UTP23" "ZNF273" "SLC16A1-AS1"
## [1441] "ZNF480" "AC011939.1" "AL034379.1" "AL096803.2"
## [1445] "ZNF717" "TMEM161B" "AC068700.1" "GPR89B"
## [1449] "CEP44" "AC006971.1" "TBC1D15" "ZMYM2"
## [1453] "BRIX1" "DYNLT3" "EEF1AKMT2" "MICOS10"
## [1457] "ORC4" "DMTF1" "NT5DC1" "DNAJC16"
## [1461] "ZRANB2" "MTHFD1" "AP002433.2" "CHCHD7"
## [1465] "TFAM" "RPP30" "TRMT13" "NR1D2"
## [1469] "TNKS" "FOXO1" "AL158163.1" "GPBP1"
## [1473] "SETDB2" "TMEM161B-AS1" "SMAD4" "SCAI"
## [1477] "SMCHD1" "ZNF430" "ACAT1" "APPBP2"
## [1481] "RFPL3S" "FARSB" "AC093157.1" "FANCM"
## [1485] "TBCK" "EXOSC3" "SENP7" "GTPBP10"
## [1489] "KPNA5" "FBXL4" "FASTKD2" "RPS3A"
## [1493] "FBXL3" "CNOT7" "OTUD6B-AS1" "UGCG"
## [1497] "MTO1" "HNRNPA1" "GORAB" "RNF145"
## [1501] "ZNF140" "ZNF189" "ZXDB" "AF129075.2"
## [1505] "ZNF292" "EFCAB7" "AP000648.4" "ARHGAP5"
## [1509] "GNPNAT1" "COG3" "CLK4" "NBPF15"
## [1513] "EML4" "KRR1" "RAD51B" "AC009318.1"
## [1517] "AL360020.1" "XPO4" "SEPSECS" "RALGAPA1P1"
## [1521] "FAM133B" "PIBF1" "SLC4A7" "LINC01184"
## [1525] "BBIP1" "ORC3" "TRNT1" "TTC3P1"
## [1529] "LSM8" "DLG1" "AC010978.1" "PDE7A"
## [1533] "PGM3" "GCFC2" "MFSD8" "PHF10"
## [1537] "AC009505.1" "N4BP2L2" "TRDMT1" "CBWD5"Signature positive et négative
Boxplot Signature
## [1] 0.14273465 0.26271412 0.05685542 0.68040999 -0.27542062 -0.16233059
## [7] -0.14014183 0.07166735 0.65684208 0.05871322 0.10823833 1.01115307
## [13] 0.39775358 0.39564771 0.52006762 0.75781704 0.89657045 1.62639068
## [19] 1.58084750 1.00213975 1.87319587 1.25441882 1.33353490 1.13024242
## [25] 1.25613473 0.61202476 1.31601763 1.20989785 0.66127161 0.43685941
## [31] 0.81991780 0.73252852 1.30205554 0.14628083 0.41972041 0.93221003
## [37] 0.76327930 0.56898737 0.30157369 0.77436246 0.67623759 1.49033492
## [43] 1.51078926 0.93240551 1.39697131 1.77787999 1.34391404 1.11195977
## [49] 1.12293838 0.94825412 0.78224153 1.28226722 0.08589029 1.05531674
## [55] 1.02441460 -0.04262600 0.89137586 1.38359913 1.28677976 1.05921510
## [61] 0.24671590 0.49073932 0.19679063 0.02418572 -0.12039191 1.00648941
## [67] 0.49887460 0.96531226 0.51232388 1.29508065 0.15738043 -0.40291664
## [73] 0.21347196 0.11412455 -0.13699927 0.55381313 0.18929242 -0.09723826
## [79] 0.30524985 0.03307520 0.14837193## [1] 1.30448020 1.79290910 0.65695306 1.33386968 0.55482157 1.92806788
## [7] 1.49564995 0.95720429 0.63048351 0.69886139 1.48497062 1.46405852
## [13] 1.26722720 0.43466894 0.60799967 0.75031927 0.73785088 0.70454865
## [19] 0.50136108 0.63811481 1.24522875 1.42563561 1.65175589 1.80842152
## [25] 0.85131727 0.23204062 1.14625257 1.65739924 -0.01989412 0.22996686
## [31] -0.45892847 0.29475555## [1] -0.14621791 0.46841162 -0.02094706 0.71970386 0.31114258 2.09910755
## [7] 1.97796308 1.48876568 2.22388682 1.80067440 1.17021042 1.26016730
## [13] 0.71602154 1.38101304 0.80990762 0.27474053 0.68552638 0.54534899
## [19] 1.24203292 0.11076659 0.33338108 1.06464809 0.69884283 1.75451004
## [25] 1.73936500 1.16078856 1.66038156 2.07052323 1.36694632## [1] 1.1625673 0.6268884 1.6958864 1.6926948 1.2191284 0.8029794 1.9638917
## [8] 2.0506117 1.0542333 0.7809311 2.0306598 2.0025564 3.2563765 3.1331870
## [15] 2.7423316 3.1445060 1.9667543 1.2221513 1.6597651 2.8811835Boxplot Total All
### Boxplot Total AML
Boxplot Total Normal_BM
Boxplot Total Normal_PB
Venn diagram
## [1] "ACLY" "NUP93" "SEC61A1" "N4BP2L2" "CENPCP1"Signature positive
Boxplot Signature
## [1] "ACLY" "NUP93" "UBE2I" "PSMC3" "AL356000.1"
## [6] "MDH2" "PPM1G" "CYC1" "SEC61A1" "POLDIP2"
## [11] "CCT5P1" "COPG1" "ICMT" "MRPS34" "PIGS"
## [16] "CHID1"## [1] "ACLY" "ACLY" "NUP93" "NME2P1" "UBE2I"
## [6] "MYL6P5" "COX6A1P2" "ICMT" "PSMD13" "ATP5PBP6"
## [11] "DOLK" "RPP25L" "AC012066.1" "PPIAP31" "PMVK"
## [16] "ATP5ME" "LAMTOR2" "DCAF7" "AC015871.1" "MRPL34"
## [21] "RPS27P27" "PRDX5" "GAPDHP1" "HSPA8P7" "UQCR11"
## [26] "POTEE" "PPP1CA" "CHCHD2P2" "GSS" "COX8A"
## [31] "CCT3" "BCAP31" "SRP14" "MRPL11" "COX17P1"
## [36] "UQCR10" "PPIAP22" "TRMT112" "TPI1" "BUB3P1"
## [41] "SEC61A1" "SUMF2" "TTC38" "TNFAIP8L2" "PPIA"
## [46] "MYL6P3" "PSMA7" "PFN1P1" "CDCA5" "EDEM2"## [1] "ACLY" "ANAPC5" "TIMM50" "MCM2" "SMARCAL1"
## [6] "ILF3" "STOML2" "NUP210" "B4GALT2" "GATB"
## [11] "POLDIP2" "MPST" "TTLL12" "WDR5" "AC005102.1"
## [16] "AC092042.2" "EIF3B" "ALYREF" "TADA3" "PIGS"
## [21] "FBLN2" "GALE" "MCM7" "BOP1" "LETM1"
## [26] "AC098591.2" "SURF4" "CCT5P1" "DAG1" "RBM14"
## [31] "ALDH4A1" "APEH" "YIF1B" "PSMC3" "COQ4"
## [36] "CENPX" "CYC1" "TYK2" "AC025161.1" "H1-5"
## [41] "CCT3" "MTHFD1P1" "ACADVL" "SIGMAR1" "MED24"
## [46] "YBX1P6" "MRPS7" "UQCRC1" "SLC35A4" "PMPCA"
## [51] "BOLA2P1" "ACOT7" "DUS1L" "TNPO2" "CLN6"
## [56] "STK25" "NUP93" "IDH2" "IRAK1" "GCAT"
## [61] "RPS21" "DDX39A" "RUSC1" "POLD2" "CENPUP1"
## [66] "NDUFB10" "MCM5" "NELFCD" "PGP" "PRDX4"
## [71] "AAAS" "AL356000.1" "FARSA" "PHKG2" "TST"
## [76] "TXN2" "AUP1" "SMG5" "POLE" "KARS1"
## [81] "RPN2" "PMP22" "E2F1" "CHID1" "XRCC6P3"
## [86] "MRPL54" "PLOD3" "GCN1" "INTS11" "NECTIN1"
## [91] "KLHDC3" "PTBP1" "AC013244.1" "FCGRT" "NDUFA3"
## [96] "AC011753.3" "GCDH" "FARS2" "MT-TL1" "RNPS1"
## [101] "DAD1" "MORN2" "OGDH" "HNRNPA1P28" "AL161636.2"
## [106] "ACTBP2" "CLPTM1" "S100A6" "Z93019.1" "ARPC4"
## [111] "PRDX2P2" "GPS1" "HMGB3P8" "C11orf24" "DHRS3"
## [116] "AL031229.1" "DDX41" "AC138932.4" "DNM2" "RPL14P3"
## [121] "RAB5C" "P4HB" "EFTUD2" "COX5B" "ELAC2"
## [126] "RANP5" "TK1" "PREB" "CARM1" "AC079328.1"
## [131] "SF3B5" "TMCO6" "TALDO1" "ERAL1" "MRPL4"
## [136] "EIF4G1" "GUSB" "NDUFS6" "RFXANK" "NDUFB9P2"
## [141] "TUFM" "LRPAP1" "AL357134.1" "PRPF19" "RNASEH2C"
## [146] "IPO5" "PPM1G" "DCXR" "ACTG1P14" "PTPA"
## [151] "NDUFB4" "GATAD2A" "AC026410.1" "PLOD1" "TMEM147"
## [156] "NPM1P4" "FLOT2" "MRPS34" "SNRPA" "PPIAP71"
## [161] "LAGE3" "AHCYP4" "TMEM109" "VPS25" "AC133435.1"
## [166] "CDV3P1" "DDX49" "ATP5PBP7" "NDUFB11P1" "RITA1"
## [171] "CYCSP51" "MRPS2" "DNTTIP1" "ARAF" "TPM3P4"
## [176] "AC107983.1" "MDH2" "YIF1A" "NDUFS5P5" "ARMC6"
## [181] "TMEM141" "THAP4" "NPM1P9" "AL358934.1" "SLC5A6"
## [186] "UBA52P3" "PRELID1P1" "SRRT" "DRAP1" "EBP"
## [191] "AC005262.1" "LDB1" "AC074134.1" "MYDGF" "NCAPH2"
## [196] "AL021877.1" "RPL19P21" "POLR3H" "TYMSP2" "MORF4L1P3"
## [201] "CLUHP6" "TPCN1" "NELFE" "FECHP1" "RPS4XP9"
## [206] "BTF3P13" "NHP2P2" "ABCF3" "RPL7P20" "PTBP1P"
## [211] "FAM234A" "MYL6P4" "ARF1" "SEC24C" "SHARPIN"
## [216] "RPL12P13" "SLC25A11" "PPIAP65" "RPL4P1" "GTF3C5"
## [221] "RPL7P36" "RPUSD3" "AC010376.1" "PFN1P9" "PAICSP2"
## [226] "CENPT" "RPL8P2" "HPS1" "AC008799.1" "POLR2L"
## [231] "ACTBP8" "AC090312.2" "AL021407.2" "CERS2" "CHMP1A"
## [236] "GET3" "UBA1" "MTHFD1" "THOP1" "FTSJ1"
## [241] "RPL7P13" "GRHPR" "AC016734.1" "FP565171.1" "BAG6"
## [246] "PAICSP3" "SYNGR2" "NME4" "AL451050.1" "CNN2P10"
## [251] "COPG1" "ATP5MC1" "AF241726.1" "MAZ" "BTF3L4P1"
## [256] "AC097713.2" "DHX16" "ACTG1P19" "ELOB" "CAPN1"
## [261] "COLGALT1" "POLR2I" "AC074281.1" "HDLBP" "USB1"
## [266] "MTCO1P40" "WBP11P1" "HPS6" "FOXRED1" "AC012671.1"
## [271] "EIF5AP4" "CRAT" "RANGAP1" "C19orf48" "MRPL28"
## [276] "SEC61A1" "EMD" "NDUFS5" "SUMO2P6" "CPSF4"
## [281] "AP005431.2" "EBNA1BP2" "ATP5MC1P6"## [1] "ACLY" "ACLY" "CTSD" "ARPC4" "COMMD5"
## [6] "USB1" "SLC25A35" "CDKN2D" "LAMP1" "RPS6KA1"
## [11] "CAP1" "XKR8" "RRBP1" "COPG1" "CAPNS1"
## [16] "DAG1" "IFITM3" "REEP4" "FURIN" "PLOD1"
## [21] "CBX6" "AP2A1" "CFL1" "PIGS" "G6PD"
## [26] "CLIC1" "GADD45B" "WDR45P1" "SLC35F6" "ITGB2"
## [31] "CDIP1" "CHFR" "ARHGAP30" "TLN1" "C15orf39"
## [36] "ADAM8" "ADAP1" "BCAP31" "ACTBP1" "MYO1F"
## [41] "POLR2L" "EIF6" "ACTR1A" "ZNHIT1" "HCLS1"
## [46] "P4HB" "TRAPPC1" "BAIAP2" "MSNP1" "MAPKAPK2"
## [51] "CCDC69" "FHOD1" "MRPL28" "MGAT1" "PREX1"
## [56] "NAA60" "GID8" "ELF4" "TSPOAP1" "SLC1A5"
## [61] "TPM3P8" "LGALS1" "RITA1" "PLCB2" "TMEM214"
## [66] "BRD3" "CAP1P2" "TGFB1" "ACTN4" "GAK"
## [71] "ACTN4P1" "H6PD" "WBP1L" "NECTIN1" "AAMP"
## [76] "CYB561D2" "VCP" "COX8A" "IDH2" "CDIPT"
## [81] "MYL6P5" "EIF4G1" "PLEKHM1" "TNRC18" "ATP6AP1"
## [86] "VPS16" "MFSD10" "PTPN18" "MARS1" "LMAN2"
## [91] "NARF" "TUBB4B" "TCIRG1" "GANAB" "TNFSF12"
## [96] "EFHD2" "TMED9" "TYK2" "MOB3A" "SURF4"
## [101] "BSG" "ITPK1" "GBA" "KLF13" "ARHGAP1"
## [106] "GSTP1" "TLE4" "EEF1AKMT4" "CTDSP1" "ARHGAP27"
## [111] "YIPF3" "GSK3A" "ADCY7" "UBE2I" "RCC2P6"
## [116] "INCENP" "FERMT3" "STK40" "KIAA0895L" "GNAI2"
## [121] "RHOG" "PRDX5" "ZDHHC12" "SLC9A1" "PPP1R18"
## [126] "ARAP1" "AUP1" "MAP2K3" "RAB35" "RAB8A"
## [131] "NFKBIB" "SLC25A11" "GNB1" "AC026462.1" "SDF2L1"
## [136] "KEAP1" "AC093700.2" "TESC" "MAST2" "LIMK1"
## [141] "TST" "FLOT1" "ATP6V0D1" "HYAL2" "OS9"
## [146] "MAST3" "MAP3K11" "SNAPC2" "KCNAB2" "P3H1"
## [151] "DOK1" "PDIA4" "SHC1" "PSMD2" "CD151"
## [156] "COASY" "EFNB1" "PPP1R12C" "CTDNEP1" "PPCDC"
## [161] "HDGFL2" "POLDIP3" "OSBPL5" "ENG" "SEC16A"
## [166] "COPS7A" "CDK2AP2" "AC026877.1" "CANT1" "NLRX1"
## [171] "CDC37" "TPD52L2" "AC023157.1" "SIRT2" "CFL1P2"
## [176] "EDEM2" "FBXL19" "DNAJC5" "CISD3" "IMPDH1"
## [181] "PDLIM2" "ZFP36" "TBC1D10B" "SNAI3" "MEF2D"
## [186] "DNM2" "ACADVL" "FHL3" "SYNGR1" "AL159141.1"
## [191] "RAB5C" "NBEAL2" "TNFRSF1B" "MAD2L2" "TOLLIP"
## [196] "PTGES2" "CATSPER1" "JOSD2" "FLNA" "ABHD4"
## [201] "SLC27A3" "ARPC2" "RIC8A" "CALHM2" "ZMIZ1"
## [206] "DGKZP1" "INPPL1" "ABR" "PYCARD" "NACC1"
## [211] "GUSB" "SNX33" "HSD17B10" "WDR1" "BST2"
## [216] "PISD" "CTNS" "BORCS8" "MAML1" "SSH3"
## [221] "TSPAN17" "PIP5K1C" "SFXN5" "SH3BGRL3" "LBX2-AS1"
## [226] "WAS" "SCRIB" "IL27" "APOBR" "DGKZ"
## [231] "MMP25" "COMT" "SLC35A4" "ATG13" "AC138932.4"
## [236] "YIF1B" "VPS11" "DMAC2" "WDTC1" "RTF2"
## [241] "GTF3C1" "PLCB3" "RTL8C" "GHDC" "ANXA2P3"
## [246] "EMP3" "ZNF213" "SNX17" "ZNF362" "ELOVL1"
## [251] "TMEM184B" "PTPA" "MFN2" "RAB5CP2" "PRKACA"
## [256] "TM9SF4" "TANGO2" "CD2BP2" "IFITM2" "ACP2"
## [261] "SLC27A4" "STK11IP" "PLXND1" "POTEF" "NUCB1"
## [266] "PSMA7" "OSBPL2" "EIF3B" "ZNF282" "AKT1"
## [271] "DDX41" "SCAMP4" "ADAM15" "TMEM109" "CCDC159"
## [276] "HPS6" "COLGALT1" "MAPKAPK3" "G6PC3" "COPE"
## [281] "CAPN1" "DCTN3" "PLOD3" "FAM32A" "MOGS"
## [286] "NOC4L" "TWF2" "AC006970.1" "SPSB2" "PSMB6"
## [291] "MYO9B" "UNC13D" "LSP1" "TUBGCP2" "GMIP"
## [296] "PSAP" "GPKOW" "PEPD" "PPP1R26" "PSMB2"
## [301] "AGTRAP" "ZNF646" "ANTKMT" "UNC45A" "BLOC1S1"
## [306] "SCNM1" "ACTBP9" "AP2A2" "ABHD12" "TMEM250"
## [311] "LMNB2" "ADCY9" "CSNK2A3" "UNC119" "MFSD5"
## [316] "MED29" "LAMTOR2" "ACTB" "IFI35" "AP3D1"
## [321] "SHKBP1" "CSNK1D" "MARCHF2" "PSMD4" "FMNL1"
## [326] "CTSA" "TPI1P1" "GLYR1" "GPAA1" "AL354989.2"
## [331] "AC016734.1" "PBX2" "SF3B2" "CAMKK2" "GBA2"
## [336] "KATNB1" "ITGAX" "FIBP" "PSME2" "HCFC1R1"
## [341] "AC023232.1" "CHMP2A" "CDK5" "PRELID1" "ICMT"
## [346] "SLC27A1" "HTT" "SH2D3C" "DEDD2" "EXOSC4"
## [351] "DOK2" "APEX2" "RAB7A" "PEAK3" "DDOST"
## [356] "MYDGF" "ANAPC2" "DOT1L" "TRIOBP" "LDHAP5"
## [361] "SLC29A3" "ZDHHC3" "GPR35" "H2AX" "ARF1"
## [366] "GRAMD4" "RXRA" "PPM1F" "ULK1" "TMEM115"
## [371] "FBXO6" "VAV1" "GNPTG" "LDLR" "EFTUD2"
## [376] "AL121723.1" "NCOA6" "ISOC2" "PSME3" "MCRIP1"
## [381] "PSMC4" "NOTCH1" "RAB1B" "MSRB1" "NKIRAS2"
## [386] "BABAM1" "TXLNA" "CCDC88B" "CERS2" "MRPS34"
## [391] "ARL8A" "GAPDH" "POTEE" "NDUFS8" "FAM50A"
## [396] "CHMP1A" "ADRM1" "ZYX" "TYROBP" "TRABD"
## [401] "AP2M1" "Z97180.1" "SDF4" "LAMTOR1" "MBD3"
## [406] "HNRNPAB" "MRGBP" "KLF16" "ANAPC11" "ESRRA"
## [411] "RNF44" "TMEM11" "UBN1" "SLC38A10" "CD99L2"
## [416] "GAPDHP60" "UBE2L6" "EHD1" "COMMD4" "PRELID1P1"
## [421] "ITPRIP" "HRAS" "FBXW5" "PLEKHO2" "SEC61A1"
## [426] "BRPF1" "PGAP6" "NRROS" "TOP3A" "HYOU1"
## [431] "SSH1" "TMEM164" "WDR13" "COQ8A" "PORCN"
## [436] "GRK2" "ATP6V1F" "PRKCSH" "RAC2" "ZNRD2"
## [441] "CLPTM1L" "MARK4" "IPO13" "PSMB3" "RTL8A"
## [446] "FAM234A" "PNPLA6" "OTUB1" "HSPA7" "PLEKHM1P1"
## [451] "PSMC3" "FRMD8" "RGS19" "PLD3" "EIF4A1P4"
## [456] "CDK9" "FAM214B" "EHBP1L1" "RNF166" "FLYWCH2"
## [461] "GYS1" "IDH3G" "TUBA1B" "BLVRB" "RNH1"
## [466] "AKT1S1" "MPV17L2" "IGF2R" "TMEM104" "C19orf25"
## [471] "ANKRD13D" "RELA" "TAPBPL" "NUP93" "NCSTN"
## [476] "GALNT6" "SLC26A6" "MSN" "KSR1" "EMC8"
## [481] "DNAJB12" "RIPK3" "PHC2" "ARFGAP1" "MAPK7"
## [486] "PTBP1" "CYC1" "MAP2K7" "CAMTA2" "STARD3"
## [491] "TIMP1" "HPS1" "SAT2" "CREB3" "PITPNM1"
## [496] "TRIM11" "ADGRE5" "PTTG1IP" "SLC4A2" "PLIN3"
## [501] "STX4" "NCOR2" "DHX8" "DPYSL2" "CSNK2B"
## [506] "PHPT1" "HLA-B" "PUF60" "GRN" "LRPAP1"
## [511] "CLPTM1" "ANXA2P1" "TBC1D9B" "MIDN" "MVP"
## [516] "ATP6V0CP3" "PSTPIP1" "MARK2" "HIVEP3" "HDLBP"
## [521] "AMPD2" "HNRNPKP2" "RALBP1" "BATF" "PIGQ"
## [526] "DDX49" "CCND3P1" "FAM89B" "CORO1A" "ZNF710"
## [531] "SLC52A2" "RNPEP" "ZNF787" "TTC31" "KDELR1"
## [536] "SHISA5" "LYPLA2" "PREB" "AP2S1" "THEMIS2"
## [541] "HIPK2" "PPP4C" "TBCB" "AP002414.4" "SRPRA"
## [546] "ENO1" "PGP" "TPI1" "TMBIM1" "VPS53"
## [551] "PYGB" "MED11" "CD300LB" "STX18" "MRPS12"
## [556] "PSMD13" "CTBP2P8" "RNPEPL1" "NAPA" "NUP62"
## [561] "KIAA2013" "TEDC1" "RABL6" "DECR2" "GNB2"
## [566] "CNPY3" "IFI27L2" "GLMP" "MDH2" "PDE6G"
## [571] "ISY1" "TESK1" "STXBP2" "SCAMP2" "FBP1"
## [576] "RHOC" "CASC3" "CD300C" "AL596087.1" "LRRC8A"
## [581] "UBE2Q1" "DDRGK1" "CERCAM" "ZSWIM8" "CCAR2"
## [586] "LASP1" "POMGNT2" "ABCF2" "MBOAT7" "UBE2J2"
## [591] "LSM10" "LCP1" "UROD" "SCYL1" "HK1"
## [596] "PARP10" "AL080243.2" "HMOX1" "PPP1CA" "SP2"
## [601] "AC020629.1" "WDR25" "TUBG1" "NDUFV1" "CPAMD8"
## [606] "TOR2A" "GATAD2A" "ATG2A" "PTPN9" "SHARPIN"
## [611] "TMEM53" "USP4" "SLC38A7" "CARD19" "E2F4"
## [616] "NADK" "DYSF" "PTPN6" "RBM42" "SNX32"
## [621] "ATP5F1B" "CTRC" "PPP6R1" "ELOF1" "MCRS1"
## [626] "SIPA1" "CCT5P1" "DUS1L" "TNK2-AS1" "VASP"
## [631] "STAT3" "CRAT" "MGRN1" "PIK3R5" "STK11"
## [636] "PDE4A" "STEAP3" "MIIP" "RUVBL2" "TMEM91"
## [641] "CCDC12" "GET3" "ZNF598" "U2AF2" "RPUSD3"
## [646] "MYO1G" "ABCD1" "MAP2K1P1" "UBE2D3P2" "TK2"
## [651] "ZC3H18" "NECAB3" "TRPV2" "CHID1" "UQCRC1"
## [656] "CNP" "RBCK1" "SLC10A3" "ATP13A2" "GSS"
## [661] "DGAT1" "MLX" "TECPR2" "TMEM161A" "NPLOC4"
## [666] "PRKCD" "TXN2" "IL27RA" "ZNF316" "CST3"
## [671] "EIF4A1P7" "PKN1" "IP6K1" "HNRNPUL1" "SMARCA4"
## [676] "LSP1P3" "NCLN" "IQCE" "ZBTB45" "SLC45A4"
## [681] "ALAS1" "RPN2" "LRP10" "ISG15" "APOA2"
## [686] "CTNNBIP1" "FLII" "SZRD1" "CUEDC2" "ATOX1"
## [691] "ICAM1" "ACTBP8" "NRBP1" "RPS19BP1" "ADGRA2"
## [696] "TMEM39B" "TRIM8" "LRRC41" "STUB1" "ZBED1"
## [701] "ZNF384" "SLC6A6" "GAA" "SAMD4B" "VPS28"
## [706] "EIF2AK1" "PSMB4" "GALNT2" "RNF167" "COPZ1"
## [711] "RNF123" "C7orf26" "PHRF1" "RABGGTA" "CRELD2"
## [716] "CMTM1" "CLTB" "SCAMP3" "DYNLL1P2" "MAP1S"
## [721] "UBA7" "SEC24C" "CAVIN2" "SGPL1" "PFN1P1"
## [726] "MAP3K6" "TICAM1" "ZZEF1" "FOXJ2" "MOSPD3"
## [731] "TSPO" "ECHS1" "GAPDHP65" "SIGLEC9" "IL15RA"
## [736] "MVB12A" "SRA1" "SMIM12" "ZBTB7B" "DPP9"
## [741] "SF3B4" "KCNH3" "FBXL18" "GLIPR2" "SASH3"
## [746] "HGS" "KMT2D" "ARRDC1" "AC087499.4" "CYB5R3"
## [751] "TMEM205" "TMEM127" "RENBP" "SDHB" "GSDMD"
## [756] "AC116049.1" "TCF25" "MT2P1" "MOB2" "MED15"
## [761] "ACTG1P14" "SLC9A3R1" "GRHPR" "ARAP3" "PI4KA"
## [766] "TALDO1" "CHST14" "C20orf27" "EMC10" "ARSG"
## [771] "MBD6" "RPS6KA4" "NSMF" "CIC" "PSMB10"
## [776] "OGDH" "TTYH3" "HS1BP3" "ACTBP2" "MAP7D1"
## [781] "BCKDK" "EXTL3" "CTBP2P4" "CYBA" "YIPF2"
## [786] "TSC2" "PIEZO1" "AATBC" "ZFAND3" "PRSS36"
## [791] "PTPN23" "CMIP" "AL356000.1" "PSME2P6" "MLF2"
## [796] "CCIN" "PHETA2" "IVD" "TBC1D2" "TMEM63B"
## [801] "GALE" "PDLIM7" "RAI1" "MPND" "PSMD8"
## [806] "PACS2" "NCKAP5L" "ARMC7" "GIT1" "AL139246.5"
## [811] "CHPF2" "KCTD17" "TMEM179B" "PSME3IP1" "MKNK2P1"
## [816] "ALG1L15P" "FADS1" "PITPNA" "NME3" "UQCR11"
## [821] "GUK1" "MAP2K2" "MON1B" "ATP5F1D" "UBE2M"
## [826] "TCHP" "SPECC1" "AC015912.3" "BCL3" "SLAMF8"
## [831] "DPAGT1" "GAPDHP63" "CFL1P4" "RNF40" "WDR45"
## [836] "ZNF366" "TRAF7" "FAM78A" "TSC22D4" "FUOM"
## [841] "CYHR1" "TMEM94" "SYN2" "PHF21A" "DDX39A"
## [846] "PAXX" "NMT1" "STAT6" "AC018413.1" "DYNLL1P3"
## [851] "INAFM1" "ARSA" "SLC2A3P2" "C19orf47" "ATF6B"
## [856] "NAGPA" "GRK4" "HMG20B" "UBAC1" "GBF1"
## [861] "SUGP1" "DGCR2" "AC020893.2" "TMEM259" "IRAK1"
## [866] "GALNS" "MAN2B2" "DHX16" "CLN6" "MEA1"
## [871] "RPN1" "POLDIP2" "CTBP1" "SPR" "MTCH1"
## [876] "DNASE2" "REPIN1" "TAF1C" "EIF2B1" "HGH1"
## [881] "AC010997.6" "DYNC1H1" "ECI1" "CCDC9" "TOR4A"
## [886] "ANXA2P2" "IRF7" "TSPAN4" "ECH1" "POR"
## [891] "LGALS2" "MAN2A2" "CEBPD" "MT2A" "ITGAM"
## [896] "STRN4" "MAN1B1" "FOXK2" "AHRR" "RCC2"
## [901] "ATG4D" "TMEM120A" "PDXK" "MRTFA" "RNF181"
## [906] "CENPB" "CLTA" "AC243960.2" "TET2" "CNDP2"
## [911] "TMBIM6" "CAPN15" "GLULP4" "TAOK2" "BAG6"
## [916] "SRF" "ZNF865" "SLC35E1" "PSME1" "LAMTOR4"
## [921] "DDB1" "MYH9" "GPBAR1" "ROMO1" "VAMP5"
## [926] "DOHH" "PTMS" "CAPZB" "TADA3" "AC004687.1"
## [931] "TAF4" "NADSYN1" "PFN1" "COX6A1P2" "PSMD9"
## [936] "BAP1" "AATK" "PPP1R9B" "ZNF358" "CABLES2"
## [941] "OTUD5" "TMEM150B" "PGD" "ARID3B" "TMEM129"
## [946] "EXOC3" "GLULP3" "GLT1D1" "GTPBP2" "FOXN3"
## [951] "GOLGA8K" "PGK1P2" "ELOB" "LYPLA2P1" "HCST"
## [956] "HSPA6" "LST1" "SMARCD2" "CD300LF" "ANXA2"
## [961] "M1AP" "TAPBP" "DNASE1L1" "MGAT4B" "MCOLN1"
## [966] "AC069366.2" "TUBB" "AC104695.2" "TRIM26" "RHOQP1"
## [971] "PGDP1" "SRC" "NELFB" "B3GALT6" "ZNF516"
## [976] "HCFC1" "APEH" "DPEP2" "PI4K2A" "ASL"
## [981] "SQSTM1" "RAVER1" "ATP6V0B" "CSF1R" "ABHD17AP1"
## [986] "COPS9" "SPATA20" "SPATA20P1" "TNFAIP2" "MPG"
## [991] "RNF217-AS1" "CEBPB" "SH3PXD2B" "MYD88" "FAM174C"
## [996] "POLR2E" "MAF1" "LTBR" "LLGL1" "PIAS3"
## [1001] "RAB6D" "TMC4" "UBL4A" "POLR2F" "PCBD1"
## [1006] "CYBC1" "TKT" "PES1" "MIR22HG" "MYL6P1"
## [1011] "OAF" "WBP2" "PRR14" "PMP22" "NUBP2"
## [1016] "VCAN" "PIGT" "VPS39" "ARID1A" "CPVL"
## [1021] "WDR81" "AC079944.2" "CBX4" "USP19" "BAG1"
## [1026] "UBA1" "GPS1" "PTBP1P" "ACTBP7" "ABI3"
## [1031] "CCDC149" "PRRC2A" "FCGR2A" "FAM110A" "CMTM2"
## [1036] "CHMP4BP1" "ZNF467" "COG7" "NDUFV3" "TEPSIN"
## [1041] "CSF3R" "ZSWIM4" "UBXN6" "ATG9A" "AC006483.1"
## [1046] "VSIR" "PLPPR2" "PAK4" "AL158201.1" "WBP1LP2"
## [1051] "MAP3K3" "CEACAM3" "AC060766.5" "CCT5P2" "CCR1"
## [1056] "ADGRE2" "NISCH" "PIK3R6" "RAB11B" "PGLS"
## [1061] "ANKS1A" "PTDSS2" "SH3GL1" "DDX54" "NAPRT"
## [1066] "ACAP3" "PCAT7" "P2RY6" "RPS15AP30" "CLEC10A"
## [1071] "GAPDHP70" "MPST" "C19orf38" "PPM1M" "PPM1G"
## [1076] "SESN2" "MIF4GD" "MON1A" "VAC14" "ZNF628"
## [1081] "NLRP9P1" "AC103988.1" "ZNF746" "CYP2S1"Boxplot Positive All_Samples
Boxplot Positive AML
Boxplot Positive Normal_BM
Boxplot Positive Normal_PB
Venn diagram
## [1] "ACLY" "NUP93" "SEC61A1"Signature négative
Boxplot Signature
## [1] "ZNF292" "KLHL24" "ZNF654" "ZNF136" "CENPCP1" "BRWD1" "CENPC"
## [8] "BRAF" "ZBED5" "GOSR1" "N4BP2L2"## [1] "SREK1" "H3-3A" "RBM27" "KPNA5" "ATRX"
## [6] "MIR3611" "BRAF" "AP000766.1" "CTDSPL2" "AC000123.3"
## [11] "N4BP2L2" "CDK17" "UBE3A" "RTCA-AS1" "YTHDC1"
## [16] "MYNN" "AC004696.1" "RLF" "PP2D1" "SKP1"
## [21] "MPP5" "KCNAB1" "PKN2" "EPC2" "CRIPT"
## [26] "CENPCP1" "RNU6-1011P" "GOSR1" "SLC35F5" "ERO1B"
## [31] "AC055764.2" "CENPC"## [1] "ZNF606" "FBXW11" "AC097376.3" "PCMTD1" "RBM26"
## [6] "HECTD2" "AL133243.2" "GOLGB1" "VPS54" "ZNF136"
## [11] "ZNF12" "RYBP" "MIR570" "AC211476.12" "AC103724.4"
## [16] "LPAR6" "AL021368.2" "FAM111A" "RSBN1L" "ZBTB20-AS3"
## [21] "PIBF1" "TNRC6C" "NUMB" "RFX3" "CENPCP1"
## [26] "GON4L" "RBBP6" "RIC8B" "MIR17HG" "ZNF430"
## [31] "ZNF587" "MFSD6" "LINC00342" "BRAF" "UBE3A"
## [36] "SS18L1" "GARS-DT" "ATP8B1" "CPEB3" "ZNF493"
## [41] "GOSR1" "SETX" "EBLN3P" "ZNF397" "OTUD4"
## [46] "TTC33" "TLK2" "BRWD1" "LRCH3" "CBWD5"
## [51] "RPL21" "HIF1A" "ZNF518A" "AL050309.1" "RASA1"
## [56] "AC010186.3" "KLHL24" "SECISBP2L" "NBPF14" "ANKRD36C"
## [61] "AC020661.3" "AGPS" "NUFIP2" "RNU11-2P" "Z95114.3"
## [66] "AC009120.2" "RC3H2" "NEK7" "RAB8B" "LINC00641"
## [71] "ROCK1" "DLEU2L" "AC131206.1" "NUDT13" "KAT6A"
## [76] "HIF1AP1" "YTHDC1" "CHORDC1" "AC068587.4" "KANSL1L"
## [81] "BOD1L1" "N4BP2L2" "AC114980.1" "SENP6" "ARRDC3"
## [86] "KMT2E" "RLIM" "MAGOH2P" "PPWD1" "TNKS"
## [91] "SPAG9" "FTX" "NFYC-AS1" "BPTF" "ZFC3H1"
## [96] "RPL41" "ELK4" "SMAD4" "CHD1" "AC139769.1"
## [101] "GABPB1" "ZC3H6" "MARCHF7" "NBPF11" "LCORL"
## [106] "LSM8" "GOPC" "LRRC37A" "CHD9" "RBM12B"
## [111] "NBPF15" "TRAPPC2B" "ATRX" "PRPF38A" "ZNF772"
## [116] "ERVK13-1" "NIFK-AS1" "TPT1P9" "JRKL" "AC024075.2"
## [121] "AC138409.2" "AC092070.2" "ZNF557" "ZNF264" "RTN4"
## [126] "TERF1" "GCC2" "N4BP1" "FAM228B" "RAB22A"
## [131] "ARID4B" "TPT1-AS1" "CENPC" "ZNF654" "LMBRD1"
## [136] "FBXO11" "ZBED5" "ARHGAP5" "AL353743.1"## [1] "P2RY10" "EYS" "PLCE1" "AC093110.1" "MZT1"
## [6] "WDR89" "TAF7" "RPL22P2" "COL10A1" "ZNF14"
## [11] "WDR36" "CMSS1" "ERO1B" "EIF4A2P4" "CEP57"
## [16] "SBDSP1" "NUFIP1P1" "NFYB" "AL450384.2" "CMPK1"
## [21] "RC3H2" "SELENOP" "TRMT10C" "IMMP1L" "HBP1"
## [26] "CCDC58" "PPP4R3B" "TASOR2" "ZNF721" "LNX1"
## [31] "PKIA-AS1" "VEZT" "ACTR6" "SLC35A3" "DOP1A"
## [36] "CEPT1" "GNPDA2" "ZBTB41" "THADA" "C5orf34"
## [41] "MTX3" "ZNF484" "AC084824.2" "RPS27AP16" "ZNF550"
## [46] "ZNF548" "PEX3" "MMS22L" "RESF1" "TSGA10"
## [51] "ETAA1" "IFT88" "NBAS" "TIFA" "AL160287.1"
## [56] "FBXO48" "THUMPD3-AS1" "ZNF529" "SINHCAFP2" "AL592293.2"
## [61] "FNDC9" "RPL39P3" "SLC9B1" "PYROXD1" "MIR4796"
## [66] "OARD1" "PPM1K" "RPL23AP67" "ZNF268" "ZNF737"
## [71] "MUC16" "AP000787.1" "U2SURP" "SNRPGP4" "ZFP82"
## [76] "ARL6" "AC055822.1" "KIAA0586" "ZNF880" "ZNF136"
## [81] "FBXL13" "TAS2R46" "RPS23P8" "PNO1" "AC010168.2"
## [86] "SAXO2" "PAICS" "SNRPGP12" "TMEM67" "FNBP1P1"
## [91] "TAS2R14" "HAUS3" "C12orf60" "NPM1P39" "ANKRD36"
## [96] "PSIP1" "OSGEPL1" "AC096921.2" "C4orf17" "AL445523.1"
## [101] "ZNF654" "NDUFA5" "AC092747.4" "ZDBF2" "TXLNG"
## [106] "HNRNPC" "DPY19L2P2" "AC090571.1" "GCC2" "KIZ"
## [111] "AL035456.1" "PM20D2" "DEFB131B" "TUT4" "RDH14"
## [116] "RPS27A" "SUSD5" "RPL21" "HELQ" "PAIP2B"
## [121] "ZRANB3" "PREPL" "ZNF43" "TRPC1" "THUMPD1"
## [126] "PUS7L" "ZNF773" "ZEB1-AS1" "VPS13A" "PTPDC1"
## [131] "ZNF626" "SUZ12P1" "ZNF770" "SDAD1" "AL137139.2"
## [136] "OMA1" "LATS1" "RPL41" "TM2D3" "NOL11"
## [141] "HNRNPH1" "AL121583.1" "ERGIC2" "DIS3" "NUBPL"
## [146] "CUBN" "CLEC2D" "ZNRD1ASP" "GPALPP1" "AL353795.1"
## [151] "FARP1" "UBE2N" "ASNSD1" "FOXP1" "ZNF506"
## [156] "HMGN1" "PGM2L1" "CLN5" "ZNF460-AS1" "RPS3AP6"
## [161] "BNIP3" "RPS3AP26" "ITGB3BP" "TRMO" "ZNF84"
## [166] "RELCH" "AC092640.1" "AC009487.2" "DDX50P1" "AL845472.2"
## [171] "AC104806.2" "POT1" "SLC3A1" "TUBE1" "SNHG14"
## [176] "POLR2M" "ORC5" "REV3L" "PDE5A" "TTC3"
## [181] "AC110611.1" "ZNF431" "TEX10" "ARHGAP15" "ZNF181"
## [186] "AL512308.1" "ARRDC3" "NPM1P24" "RGMB" "AP000766.1"
## [191] "CEP120" "EIF4E" "NAP1L4P3" "ZSCAN30" "RPS20P10"
## [196] "FRA10AC1" "MIGA1" "KIF20B" "PKIA" "THNSL1"
## [201] "DZIP3" "TARS3" "MTBP" "AC023906.4" "ZNF141"
## [206] "COA1" "GRIN3A" "RPL21P75" "TGS1" "PSMA8"
## [211] "ZNF708" "PMPCB" "AC243919.1" "TTC14" "PACRGL"
## [216] "AC138150.1" "ORC2" "AC016957.1" "AC133644.3" "AC092656.1"
## [221] "AC005912.1" "TBCA" "SNORD11" "ZNF138" "RNA5SP355"
## [226] "LRPPRC" "ZNF121" "NPM1P6" "RBM26" "G2E3"
## [231] "ANKRD18EP" "RSBN1" "AC008507.2" "CLYBL-AS2" "TRPC5"
## [236] "ZNF546" "MTREX" "BBS2" "SIRT1" "IFT22"
## [241] "TRMT11" "MRPL50" "EIF4A2" "CCDC141" "BRWD1"
## [246] "CHTOP" "ZNF248" "NAP1L1P1" "IMMP2L" "USP37"
## [251] "ZMAT1" "AC004908.1" "SCYL3" "ZNF229" "RASA1"
## [256] "USP51" "HBS1L" "CEBPZ" "GCSAM" "RALGAPA1"
## [261] "PMS2P11" "NPM1" "RAPGEF6" "PABPC1P7" "AC006539.2"
## [266] "RPL12P8" "CCDC18-AS1" "ZNF354B" "CCDC138" "C11orf58"
## [271] "AL023584.2" "RBL1" "NAP1L1" "ELP2" "CEP97"
## [276] "THAP5" "PPAT" "UTP15" "CENPCP1" "AC026356.2"
## [281] "SSB" "AL049828.1" "ZNF891" "CASD1" "EIF1AX"
## [286] "PPWD1" "NIT2" "ZNF486" "XPA" "AL365361.1"
## [291] "SINHCAF" "TBC1D32" "WDR75" "THAP6" "RIC3"
## [296] "EPB41L5" "TRIM23" "ZBTB20-AS1" "TUBD1" "NBPF11"
## [301] "EPC1" "CWF19L2" "ICE2" "TMTC3" "AC124016.3"
## [306] "ARHGEF35-AS1" "RNASEH2B" "AL356599.1" "MTAP" "TTN"
## [311] "AP5M1" "AC027801.5" "MTERF3" "NAA15" "ESCO1"
## [316] "NOC3L" "RGPD2" "AKAP11" "SGPP2" "ATL2"
## [321] "CEP135" "OTUD3" "TTC23L" "ZNF681" "PPP4R3A"
## [326] "KIAA1586" "UTP20" "METTL4" "DCUN1D4" "ANGEL2"
## [331] "AP000560.1" "WASHC3" "AC118549.1" "PTCD3" "HSD17B7P2"
## [336] "SRSF8" "ZNF680" "C18orf25" "C12orf29" "USP45"
## [341] "HECTD2" "IFT80" "NBPF8" "DDX18" "AC092279.1"
## [346] "ZNF658" "LIN9" "ZXDA" "WDR33" "LYRM7"
## [351] "THAP5P1" "NOP58" "ZNF675" "ZNF283" "UTP23"
## [356] "ZNF273" "SLC16A1-AS1" "ZNF480" "AC011939.1" "AL034379.1"
## [361] "AL096803.2" "ZNF717" "TMEM161B" "AC068700.1" "GPR89B"
## [366] "CEP44" "AC006971.1" "TBC1D15" "ZMYM2" "BRIX1"
## [371] "DYNLT3" "EEF1AKMT2" "MICOS10" "ORC4" "DMTF1"
## [376] "NT5DC1" "DNAJC16" "ZRANB2" "MTHFD1" "AP002433.2"
## [381] "CHCHD7" "TFAM" "RPP30" "TRMT13" "NR1D2"
## [386] "TNKS" "FOXO1" "AL158163.1" "GPBP1" "SETDB2"
## [391] "TMEM161B-AS1" "SMAD4" "SCAI" "SMCHD1" "ZNF430"
## [396] "ACAT1" "APPBP2" "RFPL3S" "FARSB" "AC093157.1"
## [401] "FANCM" "TBCK" "EXOSC3" "SENP7" "GTPBP10"
## [406] "KPNA5" "FBXL4" "FASTKD2" "RPS3A" "FBXL3"
## [411] "CNOT7" "OTUD6B-AS1" "UGCG" "MTO1" "HNRNPA1"
## [416] "GORAB" "RNF145" "ZNF140" "ZNF189" "ZXDB"
## [421] "AF129075.2" "ZNF292" "EFCAB7" "AP000648.4" "ARHGAP5"
## [426] "GNPNAT1" "COG3" "CLK4" "NBPF15" "EML4"
## [431] "KRR1" "RAD51B" "AC009318.1" "AL360020.1" "XPO4"
## [436] "SEPSECS" "RALGAPA1P1" "FAM133B" "PIBF1" "SLC4A7"
## [441] "LINC01184" "BBIP1" "ORC3" "TRNT1" "TTC3P1"
## [446] "LSM8" "DLG1" "AC010978.1" "PDE7A" "PGM3"
## [451] "GCFC2" "MFSD8" "PHF10" "AC009505.1" "N4BP2L2"
## [456] "TRDMT1" "CBWD5"Boxplot Negative All_Samples
Boxplot Negative AML
Boxplot Negative Normal_BM
Boxplot Negative Normal_PB
Venn diagram
## [1] "N4BP2L2" "CENPCP1"Signature LSC
LSC positive
##
## Blast LSC CLP Ery LMPP CMP GMP HSC
## 12 8 3 3 3 4 4 4
## MEP MPP Bcell CD4Tcell CD8Tcell Mono NKcell pHSC
## 4 4 4 4 4 4 4 12## [1] 0.729845## [1] 71## [1] 79## [1] 150## [1] "ACLY" "PRKCA" "GPC1" "ATP6V1D" "SUB1P3"
## [6] "SUB1P1" "MT1F" "GRPEL1" "AC002519.2" "CTNNA1"
## [11] "AL139095.1" "AL137792.1" "NEK7" "AC015802.3" "DAD1"
## [16] "NCAPD2" "COL6A1" "H3P8" "SPATA18" "H2BC17"
## [21] "TUBG1" "GOLT1B" "RAB2A" "NCS1" "PTPRS"
## [26] "CNPPD1" "PRKCA-AS1" "NAA40" "ASAP2" "PARD3"
## [31] "PHLDA3" "AC063949.1" "HAUS1" "CARS1" "RIPK1"
## [36] "SLC25A23" "MBOAT2" "AGAP3" "KIFC1" "MRPS18B"
## [41] "SEPTIN8" "TCFL5" "SDCBP" "CAPZB" "SPCS2"
## [46] "ATP5F1CP1" "PUF60" "MDM2" "KCTD14" "ITGB1"
## [51] "FBXW9" "CD99" "AL031123.2" "COPG1" "PRDM10"
## [56] "H2AZ2P1" "MST1" "DKK2" "SDCBPP3" "PPP2CB"
## [61] "INKA2" "MCU" "CNP" "COPB1" "AC022149.1"
## [66] "BABAM1" "HEATR9" "CDYL" "CYC1" "FBXL6"
## [71] "RRP36" "HOPX" "NAIPP4" "LINC00886" "AC092653.2"
## [76] "RNU6-91P" "AC099778.1" "RPL36AP48" "EIF4A1" "AL008729.1"
## [81] "RNA5SP68" "RN7SL517P" "AC091607.2" "EPX" "F2RL1"
## [86] "FAM184B" "ZNF528-AS1" "RSL1D1" "HTR7P1" "AC068282.1"
## [91] "SLC4A5" "METTL1" "COX16" "LINC02328" "AC135050.3"
## [96] "AC020550.1" "WDR5B" "CAPS2" "RPS7P15" "GNAT2"
## [101] "ABCC9" "ZNF667-AS1" "EBAG9P1" "AC073195.1" "ZNF667"
## [106] "LINC01358" "AL079342.2" "CBWD3" "CLYBL" "DIS3L2"
## [111] "AC092329.4" "TMEM192" "TYW3" "AC096638.2" "WDR11-AS1"
## [116] "TIMM9" "AC011912.1" "MGLL" "LATS2-AS1" "TSPYL2"
## [121] "IGHV1-3" "SNORA38B" "BACH1-IT1" "NDN" "AL162595.1"
## [126] "PROM1" "AC092944.1" "UQCRC2P1" "AL158070.1" "RPL13P4"
## [131] "AC027801.3" "AC069209.2" "AC097634.1" "ZNF790-AS1" "ECHDC2"
## [136] "ZNF527" "SP2-AS1" "RGS17P1" "VN1R1" "ZNF502"
## [141] "CNIH3" "AP5S1" "WDPCP" "AC073655.2" "CLNK"
## [146] "HACL1" "EBLN3P" "MPI" "GAREM1" "LANCL1-AS1"
heatmap
## [1] "ACLY" "PRKCA" "GPC1" "ATP6V1D" "SUB1P3"
## [6] "SUB1P1" "MT1F" "GRPEL1" "AC002519.2" "CTNNA1"
## [11] "AL139095.1" "AL137792.1" "NEK7" "AC015802.3" "DAD1"
## [16] "NCAPD2" "COL6A1" "H3P8" "SPATA18" "H2BC17"
## [21] "TUBG1" "GOLT1B" "RAB2A" "NCS1" "PTPRS"
## [26] "CNPPD1" "PRKCA-AS1" "NAA40" "ASAP2" "PARD3"
## [31] "PHLDA3" "AC063949.1" "HAUS1" "CARS1" "RIPK1"
## [36] "SLC25A23" "MBOAT2" "AGAP3" "KIFC1" "MRPS18B"
## [41] "SEPTIN8" "TCFL5" "SDCBP" "CAPZB" "SPCS2"
## [46] "ATP5F1CP1" "PUF60" "MDM2" "KCTD14" "ITGB1"
## [51] "FBXW9" "CD99" "AL031123.2" "COPG1" "PRDM10"
## [56] "H2AZ2P1" "MST1" "DKK2" "SDCBPP3" "PPP2CB"
## [61] "INKA2" "MCU" "CNP" "COPB1" "AC022149.1"
## [66] "BABAM1" "HEATR9" "CDYL" "CYC1" "FBXL6"
## [71] "RRP36"## [1] "HOPX" "NAIPP4" "LINC00886" "AC092653.2" "RNU6-91P"
## [6] "AC099778.1" "RPL36AP48" "EIF4A1" "AL008729.1" "RNA5SP68"
## [11] "RN7SL517P" "AC091607.2" "EPX" "F2RL1" "FAM184B"
## [16] "ZNF528-AS1" "RSL1D1" "HTR7P1" "AC068282.1" "SLC4A5"
## [21] "METTL1" "COX16" "LINC02328" "AC135050.3" "AC020550.1"
## [26] "WDR5B" "CAPS2" "RPS7P15" "GNAT2" "ABCC9"
## [31] "ZNF667-AS1" "EBAG9P1" "AC073195.1" "ZNF667" "LINC01358"
## [36] "AL079342.2" "CBWD3" "CLYBL" "DIS3L2" "AC092329.4"
## [41] "TMEM192" "TYW3" "AC096638.2" "WDR11-AS1" "TIMM9"
## [46] "AC011912.1" "MGLL" "LATS2-AS1" "TSPYL2" "IGHV1-3"
## [51] "SNORA38B" "BACH1-IT1" "NDN" "AL162595.1" "PROM1"
## [56] "AC092944.1" "UQCRC2P1" "AL158070.1" "RPL13P4" "AC027801.3"
## [61] "AC069209.2" "AC097634.1" "ZNF790-AS1" "ECHDC2" "ZNF527"
## [66] "SP2-AS1" "RGS17P1" "VN1R1" "ZNF502" "CNIH3"
## [71] "AP5S1" "WDPCP" "AC073655.2" "CLNK" "HACL1"
## [76] "EBLN3P" "MPI" "GAREM1" "LANCL1-AS1"Boxplot Total LSC
Boxplot Positive LSC
Boxplot Négative LSC
#export des vecteurs et corrélations